tag:blogger.com,1999:blog-76285321104014880832024-03-18T08:29:20.573+05:30Computer Science and Engineering - Tutorials, Notes, MCQs, Questions and AnswersOne stop guide to computer science students for solved questions, Notes, tutorials, solved exercises, online quizzes, MCQs and more on DBMS, Advanced DBMS, Data Structures, Operating Systems, Machine learning, Natural Language Processing etc.Saravanakumar Kandasamyhttp://www.blogger.com/profile/16961761432041628004noreply@blogger.comBlogger1136125tag:blogger.com,1999:blog-7628532110401488083.post-61318783160382109212023-04-10T21:46:00.000+05:302023-04-10T21:46:28.841+05:30MCQ in Information Retrieval - What affects the Precision of an IR system?<h1 style="text-align: justify;"><span style="font-size: small;"><span style="font-weight: normal;">Multiple choices questions in IR, Information Retrieval, Interview questions in IR, What affects the precision of an IR system? What is false positive error in IR evaluation metric? What is precision? Why does the increase in false positive error decreases precision?</span></span></h1><h2 style="text-align: center;"><u>Information Retrieval solved MCQ - Precision and false positive error</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: blue; border-color: black currentcolor blue; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2021/10/information-retrieval-multiple-choice-questions-with-answers-mcq-05.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span></h3><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"><!--[if gte mso 9]><xml>
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positive errors</span></b>. <o:p></o:p></span></p><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 115%;">a) Precision<o:p></o:p></span></p><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 115%;">b) Recall<o:p></o:p></span></p><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 115%;">c) Both precision and
recall<o:p></o:p></span></p><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify; text-indent: 36.0pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 115%;">d) Neither
precision nor recall<o:p></o:p></span></p><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify; text-indent: 36.0pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 115%;"><br /></span></p><table border="1" cellpadding="0" cellspacing="0" class="MsoTableLightShading" style="border-collapse: collapse; border: none; mso-border-bottom-alt: solid black 1.0pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black 1.0pt; mso-border-top-themecolor: text1; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt; mso-yfti-tbllook: 1184;">
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<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: none; border-top: solid black 1.0pt; mso-border-bottom-themecolor: text1; mso-border-top-themecolor: text1; padding: 0cm 5.4pt 0cm 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 115%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><b><u><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 115%;">Answer: (a) </span></u></b><u><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 115%; mso-bidi-font-weight: bold;">Precision</span></u><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 115%; mso-bidi-font-weight: bold;"><o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><b><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">Precision is affected by the number of false positive
errors.</span></i></b><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;"><o:p></o:p></span></i></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;"> </span></i></p>
<h3 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><i><u><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">What is precision?</span></u></i></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">T<b>he proportion of retrieved
documents </b>those are<b> relevant</b>. <b>Precision measures the system’s
ability to reject any non</b>-<b>relevant</b> <b>documents in the retrieved
set</b>. Precision is measured as follows;<o:p></o:p></span></i></p>
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: center;"><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">Precision
= |RET ∩ REL|/ |RET|<o:p></o:p></span></i></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">where |RET ∩ REL| is the number
of retrieved documents that are relevant to the given query. |RET| is the
number of retrieved documents for the given query. <o:p></o:p></span></i></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;"> </span></i></p>
<h3 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><i><u><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">What is false positive error?</span></u></i></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><b><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">A false positive is an outcome where the model
incorrectly predicts the positive class.</span></i></b><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;"> In Information Retrieval, retrieval of a document that is
non-relevant is referred as false positive error.<o:p></o:p></span></i></p>
<h4 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; mso-yfti-cnfc: 5; text-align: justify;"><i><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12.0pt; mso-bidi-font-weight: bold;">Precision
is about the proportion of retrieved documents that are relevant. If a system
retrieves the documents that are not relevant, then it will affect the
precision (lower the precision) value</span></i><i><span style="font-family: "Book Antiqua", "serif"; font-size: 12pt;">. <o:p></o:p></span></i></h4>
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<![endif]--></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2021/10/information-retrieval-multiple-choice-questions-with-answers-mcq-05.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><p><br /></p><div align="center" class="MsoNormal" style="line-height: 24px; margin: 6pt 0in; text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><div class="MsoNormal" style="line-height: 24px; margin: 6pt 0in; text-align: justify;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;"><u><b>Related posts:</b></u></span></div><ul><li><h3><a href="https://www.exploredatabase.com/2021/06/information-retrieval-mcqs-with-answers.html">Information Retrieval MCQ home page</a><br /></h3></li></ul><p> </p><h4><u>Keywords</u></h4><h3><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-size: x-small;"><!--[if gte mso 9]><xml>
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<![endif]--></span><span style="font-family: "Book Antiqua", "serif"; line-height: 14.95px;">Increase in false positive error decreases precision of a system</span></span></span></h3><h4 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-family: "Book Antiqua", "serif"; line-height: 14.95px;">Why precision decreases if false positive error increases</span></span></span></h4><h4 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-family: "Book Antiqua", "serif"; line-height: 14.95px;">What is false positive error?</span></span></span></h4><h4 style="text-align: left;"><span style="font-family: Book Antiqua, serif; font-size: x-small; font-weight: normal;">If the proportion of non-relevant documents increase in the result of an IR system, how does it affect the system?</span></h4><h4 style="text-align: left;"><span style="font-family: Book Antiqua, serif; font-size: x-small; font-weight: normal;">Precision is affected by false positive errors</span></h4><div><br /></div>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-9699782648589859382023-03-09T22:15:00.001+05:302023-03-09T22:19:40.821+05:30Deadlock prevention in RDBMS - WOUND-WAIT algorithm<h1 style="text-align: justify;"><span style="font-weight: normal;"><span style="font-size: small;"> <span style="text-align: justify;">Deadlock prevention algorithms in database management systems, wait-die algorithm, example transactions deadlock, how does wait-die algorithm work? deadlock prevention schemes</span></span></span></h1><div style="text-align: justify;"><br /></div><div style="text-align: justify;"><h2>2. Wount-Wait algorithm:</h2></div><div style="text-align: justify;"><span style="font-family: verdana; font-size: medium;">Wound-wait algorithm is one of the deadlock prevention algorithm.</span></div><div style="text-align: justify;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div style="text-align: justify;"><span><div class="MsoNormal" style="font-family: verdana; font-size: large; margin-bottom: 3pt;"><b>When a transaction T1 requests data item X held by transaction T2, deadlock prevention protocol decides to allow T1 to wait or to roll-back based on the following conditions;</b></div><div class="MsoNormal" style="font-family: verdana; font-size: large; margin-bottom: 3pt;"><br /></div><div class="MsoNormal" style="font-family: verdana; font-size: large; margin-bottom: 3pt;"><i><b>Condition 1</b><b>:</b></i> If timestamp of T1 is larger than the timestamp of T2, ie, T1 started after T2, then allow T1 to wait for T2 to release lock on X.</div><div class="MsoNormal" style="font-family: verdana; font-size: large; margin-bottom: 3pt;"><br /></div><div class="MsoNormal" style="font-family: verdana; font-size: large; margin-bottom: 3pt;"><i><b>Condition 2:</b></i> If timestamp of T1 is smaller than the timestamp of T2, i.e, T1 started before T2, then roll-back T2. That is, the data item requested by T1 will be preempted from T2 and T2 is rolled-back.</div><div class="MsoNormal" style="margin-bottom: 3pt;"><br /><h3 style="font-family: "Times New Roman"; font-size: medium;">Pictorial Representation of Working of Wait-die algorithm: </h3><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="font-family: "Times New Roman"; font-size: medium; margin-left: auto; margin-right: auto; text-align: center;"><tbody><tr><td><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLtv00Oh0nqUk6gxCtm9fOG_qmiKS0Dabklnvy5hnx8iocp_LwVQR1qAFPqiMcKyI888l_yThY0lrjGDbTzLg6OqMzlZaE4IWAY380p2g6ZL1TTFK2NQ5TPEs8d1YaUT5vZL55KrGB4tBW/s1600/wound-wait.JPG" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLtv00Oh0nqUk6gxCtm9fOG_qmiKS0Dabklnvy5hnx8iocp_LwVQR1qAFPqiMcKyI888l_yThY0lrjGDbTzLg6OqMzlZaE4IWAY380p2g6ZL1TTFK2NQ5TPEs8d1YaUT5vZL55KrGB4tBW/s1600/wound-wait.JPG" /></a></td></tr><tr><td class="tr-caption">Figure 2 - Working of Wound-wait algorithm</td></tr></tbody></table><br /><span style="font-size: small;"><!--[if gte mso 9]><xml>
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<![endif]--></span><br /><h4 class="MsoNormal" style="font-size: large; margin-bottom: 3pt;"><span style="font-family: Book Antiqua;">Points to note:</span></h4><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt;"><span style="font-family: Book Antiqua;">1. Deadlock prevention technique is used for a system for which the possibilities for entering a deadlock state are high.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt;"><span style="font-family: Book Antiqua;">2. Using <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">2 Phase Locking protocol</i></b> to lock all the required data items at once may help in preventing deadlock at the cost of lower data-item utilization.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt;"><span style="font-family: Book Antiqua;">3. Every time Wait-die or Wound-wait roll-back a transaction, it is very important to ensure that the system does not choose the same transaction repeatedly. The repeated rollback of same transaction will lead to the state called <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">Starvation</i></b>. Both Wait-die and Wound-wait avoids starvation. This is handled by issuing the same timestamp for the transaction which is rolled back.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt;"><span style="font-family: Book Antiqua;">4. In Wait-die scheme, older transaction waits. In Wound-wait scheme, older transaction never waits.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt;"><span style="font-family: Book Antiqua;">5. The <b style="mso-bidi-font-weight: normal;">major drawback</b>: both schemes lead to unnecessary rollbacks.</span></div><br /><h4 style="font-family: "Times New Roman"; font-size: medium; text-align: left;"><u>Related Links</u></h4><h3><span style="font-size: large;"><span style="font-family: "Times New Roman";"><a href="http://exploredatabase.com/2014/04/what-is-deadlock-in-database.html">Deadlock in database<br /></a></span><span style="font-family: "Times New Roman";"><a href="http://exploredatabase.com/2014/04/deadlock-handling-techniques-in-database.html">Deadlock detection techniques INDEX<br /></a></span><span style="font-family: "Times New Roman";"><a href="http://www.exploredatabase.com/p/blog-page.html"><span>Database management systems home page </span></a> </span></span></h3><div><span style="font-size: large;"><span style="font-family: "Times New Roman";"><b><a href="https://www.exploredatabase.com/2023/03/deadlock-prevention-in-rdbms-wait-die-scheme.html">Deadlock detection - WAIT-DIE scheme</a></b></span></span></div><h3><span style="font-size: large;"><span style="font-family: "Times New Roman";"><a href="https://www.exploredatabase.com/2014/04/deadlock-prevention-algorithms-in.html">Deadlock prevention - Home page</a></span></span></h3><br /><br /><br /><h4 style="font-family: "Times New Roman";"><span><span style="font-weight: normal;"><span style="font-size: x-small;">Deadlock prevention in dbms</span></span></span></h4><h4 style="font-family: "Times New Roman";"><span><span style="font-weight: normal;"><span style="font-size: x-small;">How to prevent deadlock in database management systems</span></span></span></h4><h4 style="font-family: "Times New Roman";"><span><span style="font-weight: normal;"><span style="font-size: x-small;">Wait die and wound wait algorithm in deadlock prevention</span></span></span></h4></div></span></div>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-84171684715655229442023-03-09T22:03:00.007+05:302023-03-09T22:19:38.126+05:30Deadlock prevention in RDBMS - WAIT-DIE algorithm<div class="MsoNormal" style="margin-bottom: 3pt; text-align: justify;"><h1><span style="font-size: small; font-weight: normal;">Deadlock prevention algorithms in database management systems, wait-die algorithm, example transactions deadlock, how does wait-die algorithm work? deadlock prevention schemes</span></h1><div><br /></div><div><h2>1. Wait-Die algorithm:</h2></div><div><span style="font-family: verdana; font-size: medium;">Wait-die algorithm is one of the deadlock prevention algorithm.</span></div><h2><span><span style="font-family: verdana; font-size: medium;">When a transaction T1 requests data item X held by transaction T2, deadlock prevention protocol decides to allow T1 to wait or to roll-back based on the following conditions;</span></span></h2></div><div class="MsoNormal" style="margin-bottom: 3pt; text-align: justify;"><span style="font-family: verdana; font-size: medium;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><br /></i></b></span></div><div class="MsoNormal" style="margin-bottom: 3pt; text-align: justify;"><span style="font-family: verdana; font-size: medium;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">Condition 1:</i></b> If timestamp of T1 is smaller than the timestamp of T2, ie, T1 started before T2, then allow T1 to wait for T2 to release lock on X.</span></div><div class="MsoNormal" style="margin-bottom: 3pt; text-align: justify;"><span style="font-family: verdana; font-size: medium;">For example, assume that the timestamp of T1 is 1 and that of T2 is 2. According to the timestamp values, it is clear that T1 started before T2. Let us suppose, T2 has already locked data item X, before T1. Now, we have to allow T1 (older transaction) to wait for T2 to release X.</span></div><div class="MsoNormal" style="margin-bottom: 3pt; text-align: justify;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div class="MsoNormal" style="margin-bottom: 3pt; text-align: justify;"><span style="font-family: verdana; font-size: medium;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">Condition 2:</i></b> If timestamp of T1 is larger than the timestamp of T2, i.e, T1 started after T2, then roll-back T1. 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<![endif]--><br /><div class="MsoNormal" style="margin-bottom: 3pt;"><h4><span style="font-family: verdana; font-size: medium;">Example 1:</span></h4></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">Consider the transactions T1 and T2 as given in Table 1;</span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;"><td style="border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; padding: 0in 5.4pt;" valign="top"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;">Transaction T1</b></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0in; tab-stops: 45.8pt 91.6pt 137.4pt 183.2pt 229.0pt 274.8pt 320.6pt 366.4pt 412.2pt 458.0pt 503.8pt 549.6pt 595.4pt 641.2pt 687.0pt 732.8pt;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "courier new"; font-size: 10pt;">TS1</span></b><span style="font-family: "courier new"; font-size: 10pt;"> – “2014-03-15 23:50:56”</span></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; tab-stops: 45.8pt 91.6pt 137.4pt 183.2pt 229.0pt 274.8pt 320.6pt 366.4pt 412.2pt 458.0pt 503.8pt 549.6pt 595.4pt 641.2pt 687.0pt 732.8pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "courier new"; font-size: 10pt;">Older Transaction</span></i></b></div></td><td style="border-left: none; border: 1pt solid black; mso-border-alt: solid black .5pt; 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margin-bottom: 0in; text-align: center;">Write (Y)</div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><br /></div></td></tr></tbody></table></div><div align="center" class="MsoNormal" style="margin-bottom: 3pt; text-align: center;">Table 1 – Transaction T1 started first and then T2</div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">Assume the following;</span></div><ul><li><span style="font-family: verdana; font-size: medium;">There are only 2 transactions T1 and T2 with timestamps TS1 and TS2 respectively (see the Table 1 heading for timestamps). TS1 < TS2, i.e, T1 is older than T2.</span></li></ul><ul><li><span style="font-family: verdana; font-size: medium;">T1 needs data items X and Y for writing.</span></li></ul><ul><li><span style="font-family: verdana; font-size: medium;">T2 needs data items X and Y for writing.</span></li></ul><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">Let us suppose that T1 first requests for Exclusive lock on X. Write lock can be granted by the lock manager. At the same time, T2 requests for Exclusive lock on Y. Write lock can be granted by the lock manager as there are no lock requests on Y at the moment.</span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">After successfully locked X, T1 now requests for Y. But the lock manager cannot grant lock on Y as Y has been locked by T2 in Write mode. According to Wait-die algorithm, the older transaction has to wait for the younger to complete. Hence, T1 has to wait for T2 to complete.</span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">At this moment, the interesting fact is that both T1 and T2 are waiting for both to release the locks. Actually this is a deadlock situation. But, Wait-die algorithm handles it very efficiently. How?</span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">Now, T2 requests for write lock on X. As T1 holds lock on X, the lock manager cannot grant the lock on X to T2. According to Wait-die algorithm, if a lock requested by a younger transaction is held by an older transaction, the younger has to roll-back. Hence, the younger transaction rolls-back after releasing the locks. 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<![endif]--><br /><div class="MsoNormal" style="margin-bottom: 3pt;"><h4><span style="font-family: verdana; font-size: medium;">Example 2:</span></h4></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">Assume the following;</span></div><ul><li><span style="font-family: verdana; font-size: medium;">There are only 2 transactions T1 and T2 with timestamps TS1 and TS2 respectively (see the Table2 heading for timestamps). TS1 < TS2, i.e, T1 is older than T2.</span></li></ul><ul><li><span style="font-family: verdana; font-size: medium;">T1 needs data items X and Y for writing.</span></li></ul><ul><li><span style="font-family: verdana; font-size: medium;">T2 needs data items Y and Z for writing.</span></li></ul><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">Let us suppose that T1 first requests for exclusive lock on X. Write lock can be granted by the lock manager. At the same time, T2 requests for exclusive lock on Y. Write lock can be granted by the lock manager as there are no lock requests on Y at the moment.</span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;"><td style="border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; padding: 0in 5.4pt;" valign="top"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;">Transaction T1</b></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0in; tab-stops: 45.8pt 91.6pt 137.4pt 183.2pt 229.0pt 274.8pt 320.6pt 366.4pt 412.2pt 458.0pt 503.8pt 549.6pt 595.4pt 641.2pt 687.0pt 732.8pt;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "courier new"; font-size: 10pt;">TS1</span></b><span style="font-family: "courier new"; font-size: 10pt;"> – “2014-03-15 23:50:56”</span></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; tab-stops: 45.8pt 91.6pt 137.4pt 183.2pt 229.0pt 274.8pt 320.6pt 366.4pt 412.2pt 458.0pt 503.8pt 549.6pt 595.4pt 641.2pt 687.0pt 732.8pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "courier new"; font-size: 10pt;">Older Transaction</span></i></b></div></td><td style="border-left: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-themecolor: text1; padding: 0in 5.4pt;" valign="top"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;">Transaction T2</b></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "courier new"; font-size: 10pt;">TS2</span></b><span style="font-family: "courier new"; font-size: 10pt;"> – “2014-03-15 23:51:12”</span></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "courier new"; font-size: 10pt;">Younger Transaction</span></i></b></div></td></tr><tr style="mso-yfti-irow: 1; mso-yfti-lastrow: yes;"><td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (X)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (Y)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Write (X)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Wait for T2 to release Y</div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><br /></div></td><td style="border-bottom: 1pt solid black; border-left: none; border-right: 1pt solid black; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (Y)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (Z)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Write (Y)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Write (Z)</div></td></tr></tbody></table></div><div align="center" class="MsoNormal" style="margin-bottom: 3pt; text-align: center;">Table 2 – Transactions T1 started first and T2 next</div><div class="MsoNormal" style="margin-bottom: 3pt;"><br /></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">Now, T1 requests for data item Y. The lock manager cannot grant the lock on Y because the lock is already held by T2. According to Wait-die algorithm, the older transaction has to wait for the younger to complete. Hence, T1 has to wait for T2 to complete. After the successful completion, T2 will release lock on data items it hold. Now, T1 can acquire the lock on Y and continue.</span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;"><br /></span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">If the same set of transactions happen in different order, like T2 first then T1, as given in Table 3 below, roll-back T1.</span></div><div class="MsoNormal" style="margin-bottom: 3pt;"><br /></div><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;"><td style="border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; padding: 0in 5.4pt;" valign="top"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;">Transaction T2</b></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "courier new"; font-size: 10pt;">TS2</span></b><span style="font-family: "courier new"; font-size: 10pt;"> – “2014-03-15 23:50:56”</span></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "courier new"; font-size: 10pt;">Younger Transaction</span></i></b></div></td><td style="border-left: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-themecolor: text1; padding: 0in 5.4pt; width: 174.95pt;" valign="top" width="233"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;">Transaction T1</b></div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0in; tab-stops: 45.8pt 91.6pt 137.4pt 183.2pt 229.0pt 274.8pt 320.6pt 366.4pt 412.2pt 458.0pt 503.8pt 549.6pt 595.4pt 641.2pt 687.0pt 732.8pt;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "courier new"; font-size: 10pt;">TS1</span></b><span style="font-family: "courier new"; font-size: 10pt;"> – “2014-03-15 23:51:12”</span></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; tab-stops: 45.8pt 91.6pt 137.4pt 183.2pt 229.0pt 274.8pt 320.6pt 366.4pt 412.2pt 458.0pt 503.8pt 549.6pt 595.4pt 641.2pt 687.0pt 732.8pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "courier new"; font-size: 10pt;">Older Transaction</span></i></b></div></td></tr><tr style="mso-yfti-irow: 1; mso-yfti-lastrow: yes;"><td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (Y)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (Z)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Write (Y)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Write (Z)</div></td><td style="border-bottom: 1pt solid black; border-left: none; border-right: 1pt solid black; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 174.95pt;" valign="top" width="233"><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (X)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Read (Y)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Write (X)</div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;"><br /></div><div align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: center;">Roll-back T1</div><div class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><br /></div></td></tr></tbody></table></div><div align="center" class="MsoNormal" style="margin-bottom: 3pt; text-align: center;">Table 3 – Transaction T2 started first and then T1</div><div class="MsoNormal" style="margin-bottom: 3pt;"><br /></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="font-family: verdana; font-size: medium;">This roll-back ensures that there won’t be any deadlock.<br /></span><h3>Pictorial Representation of Working of Wait-die algorithm: </h3></div><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody><tr><td><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4PP6X6kQUS9tvRjX_qEMJKZDCcehnKdbh5KFt20oY0iAOQjDpnR5M8U62clWNpIZ-UUbj65jXiD8KRRLfeF80Ww0aIywob3PI1uOGnBvCsrVGUSnEvhSC-ucOxLnWDUQLItJfJn6QfVjj/s1600/wait-die.JPG" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4PP6X6kQUS9tvRjX_qEMJKZDCcehnKdbh5KFt20oY0iAOQjDpnR5M8U62clWNpIZ-UUbj65jXiD8KRRLfeF80Ww0aIywob3PI1uOGnBvCsrVGUSnEvhSC-ucOxLnWDUQLItJfJn6QfVjj/s1600/wait-die.JPG" /></a></td></tr><tr><td class="tr-caption">Figure 1 - Working of Wait-die algorithm</td></tr></tbody></table><br /><br /><div class="separator" style="clear: both; text-align: center;"></div></div><div class="MsoNormal" style="margin-bottom: 3pt;"><span style="color: #2b00fe;">* <span style="font-family: verdana; font-size: medium;">Wait-die is a non-preemptive technique. That is, the transaction which requests the lock has to be rolled-back if it cannot gain the lock.</span></span></div></div><p><br /></p><h4 class="MsoNormal" style="font-size: large; margin-bottom: 3pt; text-align: justify;"><span style="font-family: Book Antiqua;">Points to note:</span></h4><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt; text-align: justify;"><span style="font-family: Book Antiqua;">1. Deadlock prevention technique is used for a system for which the possibilities for entering a deadlock state are high.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt; text-align: justify;"><span style="font-family: Book Antiqua;">2. Using <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">2 Phase Locking protocol</i></b> to lock all the required data items at once may help in preventing deadlock at the cost of lower data-item utilization.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt; text-align: justify;"><span style="font-family: Book Antiqua;">3. Every time Wait-die or Wound-wait roll-back a transaction, it is very important to ensure that the system does not choose the same transaction repeatedly. The repeated rollback of same transaction will lead to the state called <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">Starvation</i></b>. Both Wait-die and Wound-wait avoids starvation. This is handled by issuing the same timestamp for the transaction which is rolled back.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt; text-align: justify;"><span style="font-family: Book Antiqua;">4. In Wait-die scheme, older transaction waits. In Wound-wait scheme, older transaction never waits.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt; text-align: justify;"><span style="font-family: Book Antiqua;">5. The <b style="mso-bidi-font-weight: normal;">major drawback</b>: both schemes lead to unnecessary rollbacks.</span></div><div class="MsoNormal" style="font-size: large; margin-bottom: 3pt; text-align: justify;"><span style="font-family: Book Antiqua;"><br /></span></div><h4><u>Related Links</u></h4><h3 style="text-align: left;"><span style="font-size: large; text-align: justify;"><a href="http://exploredatabase.com/2014/04/what-is-deadlock-in-database.html">Deadlock in database</a></span><span style="font-size: large;"><br style="text-align: justify;" /></span><span style="font-size: large; text-align: justify;"><a href="http://exploredatabase.com/2014/04/deadlock-handling-techniques-in-database.html">Deadlock detection techniques INDEX</a></span><span style="font-size: large;"><br style="text-align: justify;" /></span><span style="font-size: large; text-align: justify;"><a href="http://www.exploredatabase.com/p/blog-page.html"><span style="font-size: large;">Database management systems home page </span></a> </span></h3><div style="text-align: left;"><h3 style="text-align: left;"><span style="font-size: large;"><a href="https://www.exploredatabase.com/2023/03/deadlock-prevention-in-rdbms-wound-wait-scheme.html">Deadlock detection - WOUND-WAIT scheme</a></span></h3><h3 style="text-align: left;"><span style="font-size: large;"><a href="https://www.exploredatabase.com/2014/04/deadlock-prevention-algorithms-in.html">Deadlock prevention - Home page</a></span></h3><br style="text-align: justify;" /><br style="text-align: justify;" /><h4 style="text-align: justify;"><span><span style="font-weight: normal;"><span style="font-size: x-small;">Deadlock prevention in dbms</span></span></span></h4><h4 style="text-align: justify;"><span><span style="font-weight: normal;"><span style="font-size: x-small;">How to prevent deadlock in database management systems</span></span></span></h4><h4 style="text-align: justify;"><span><span style="font-weight: normal;"><span style="font-size: x-small;">Wait die and wound wait algorithm in deadlock prevention</span></span></span></h4></div>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-5528706720572013972023-03-07T22:32:00.002+05:302023-03-07T22:32:54.517+05:30Machine Learning MCQ - What does AdaBoost do before determining the next weak classifier?<h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview questions on machine learning, quiz questions for data scientist answers explained, Exam questions in machine learning, ensemble learning, boosting, AdaBoost algorithm, how does AdaBoost make use of weak learners, how does boosting algorithm work?</span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - Differences between ensemble learning methods - bagging and boosting</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; 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<![endif]--></span></span></h3><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">1. The AdaBoost
algorithm creates an ensemble of weak classifiers. Before determining the next
weak classifier, which <i>one </i>of the following is done by the AdaBoost
algorithm? <o:p></o:p></span></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">a) Chooses a new
random subset of the training examples to use <o:p></o:p></span></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">b) Decreases the
weights of the training examples that were misclassified by the previous weak
classifier <o:p></o:p></span></p><h3 style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">c) <span style="font-weight: normal;">Increases the
weights of the training examples that were misclassified by the previous weak
classifier </span></span></h3><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">d) Removes the
training examples that were classified correctly by the previous weak
classifier <o:p></o:p></span></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"> </span></p><div align="center">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><u><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">Answer:</span></u></i></b><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;"> <span style="color: #00b050;">(c) Increases the weights of the training examples that
were misclassified by the previous weak classifier<o:p></o:p></span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><u><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">Boosting<o:p></o:p></span></u></i></b></p>
<h3 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">Boosting is an ensemble learning method which trains
each new model such that it focuses on correcting the errors made by the previous
model. </span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">Boosting uses </span></i></b><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">homogeneous weak learners in sequential
manner to learn and tries to reduce bias on final predictions.<o:p></o:p></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">Boosting ensemble
modeling works on the following principle. First, a model is built from the
training data. Then the second model is built which tries to correct the
errors present in the first model. This procedure is continued and models are
added until either the complete training data set is predicted correctly or
the maximum number of models have been added.<o:p></o:p></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;"> </span></i></b></p>
<h3 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><u><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">AdaBoost
increases the weights of the training examples that were misclassified by the
previous weak classifier before determining the next weak classifier</span></u></i></b></h3>
<h3 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">AdaBoost or Adaptive Boosting</span></i></b><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;"> is one of the
ensemble boosting classifier. It combines multiple weak classifiers to
increase the accuracy of classifiers.<o:p></o:p></span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;">AdaBoost fits a
sequence of weak learners on different weighted training data. It starts by
predicting the original data set and gives equal weight to each observation.
If prediction is incorrect using the first learner, then it gives higher
weight to observation which have been predicted incorrectly. Being an
iterative process, it continues to add learner(s) until a limit is reached in
the number of models or accuracy.<o:p></o:p></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt;"> </span></i></b></p>
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border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/02/machine-learning-mcq-bagging-vs-boosting-differences.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; 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margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"> </span></p><div style="text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><h3><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-multiple-choice-questions-with-answers-home.html" target="_blank"><i><span style="font-size: large;">Machine learning MCQ home page</span></i></a></h3></li><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-true-or-false-quiz-questions-home-page.html"><i><span style="font-size: large;">Machine learning TRUE / FALSE questions home page</span></i></a></h3></li></ul><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/p/quiz-questions.html" target="_blank"><i><span style="font-size: large;">Computer science engineering quiz questions and answers page</span></i></a></h3></li></ul><ul><li><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><a href="http://www.exploredatabase.com/2020/10/data-warehousing-and-mining-quiz-mcq-with-answers-solved.html" target="_blank"><i><span style="font-size: large;">Data Warehousing and Data Mining MCQ with answers home</span></i></a><br /></span></h3></li></ul><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is ensemble learning?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">AdaBoost is a linear classifier</span></span></h3><p><span style="font-size: small;">What is boosting?</span><!--[if gte mso 9]><xml>
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</xml><![endif]--></p><h3><span style="font-weight: normal;"><span style="font-size: x-small;">How does AdaBoost learns?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Which is the best boosting algorithm?</span></span></h3><h3><span style="font-size: small; font-weight: normal;">Boosting helps to decrease the bias of a model</span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">bagging works in parallel whereas boosting works in sequential manner<br /></span></span></h3><h3><span style="font-size: small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span> </h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-78077848739846198932023-02-28T22:37:00.004+05:302023-02-28T22:40:15.363+05:30RDBMS MCQ - Phantom read problem in database transactions<h1 style="text-align: justify;"><span style="font-size: small;"><span style="font-weight: normal;">Multiple choices questions in DBMS, Interview questions in RDBMS, What is phantom read? Example transactions that result in phantom read, define phantom read, given a schedule find the problem in it</span></span></h1><h2 style="text-align: center;"><u>RDBMS solved MCQ - Phantom read and concurrency control</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: blue; border-color: black currentcolor blue; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/rdbms-mcq-closure-of-set-of-attributes-is-a-set-of-attributes.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span></h3><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"><!--[if gte mso 9]><xml>
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<![endif]--></span></span></h3><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 16pt; line-height: 150%; mso-bidi-font-size: 14.0pt;">1.
What is the problem with the following schedule?<o:p></o:p></span></i></b></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i></i></b></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOVTKO7P8wikkRzUgukSxQWEi9JSoRSpOae8k1tHuNtpOMgPD-QSDud9kmrGd3tiQSdSqzneMv39uoD_NgfJtGqMXNg8qQjTaqCUmML707D1lb7g308fEQDZY04FKVbUl4JFU_uFJT9JRfHYsZXvHuej2WdAw2ILIMYi4rq4odiRXDoGFT1yS0ELuV-g/s373/phantom%20read.png" style="margin-left: auto; margin-right: auto;"><img alt="Phantom read example" border="0" data-original-height="234" data-original-width="373" height="201" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOVTKO7P8wikkRzUgukSxQWEi9JSoRSpOae8k1tHuNtpOMgPD-QSDud9kmrGd3tiQSdSqzneMv39uoD_NgfJtGqMXNg8qQjTaqCUmML707D1lb7g308fEQDZY04FKVbUl4JFU_uFJT9JRfHYsZXvHuej2WdAw2ILIMYi4rq4odiRXDoGFT1yS0ELuV-g/w320-h201/phantom%20read.png" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><br /></td></tr></tbody></table><div class="separator" style="clear: both; text-align: center;"><b><i></i></b></div><b><i><br /><span style="font-family: "Book Antiqua","serif"; font-size: 16pt; line-height: 150%; mso-bidi-font-size: 14.0pt;"><br /></span></i></b><p></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Repeatable read
problem<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Lost update
problem<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) Phantom read
problem<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) Dirty read
problem<o:p></o:p></span></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;"><br /></span></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:<span style="color: red;"> (c) Phantom
read problem<o:p></o:p></span></span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Transaction T1
finds the number of records (count) of Employee table, updates the salary of
all employees using the count, and then commits. Transaction T2 inserts a new
record into Employee table and commits. <o:p></o:p></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Suppose that
Employee has 50 records before T2 starts. That makes the value of X 50. Now, T2
inserts a new record and commits. Hence, the actual count becomes 51. So,
UPDATE statement in T1 updates all the salaries (<span style="color: red;">including
the one which is newly inserted – the phantom read</span>) by using the X
value as 50 (not as 51).<o:p></o:p></span></i></b></p>
<h3 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is phantom
read?</span></u></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The so-called
phantom problem occurs within a transaction when the same query produces
different sets of rows at different times. For example, if a SELECT is
executed twice, but returns a row the second time that was not returned the
first time, the row is a “phantom” row.<o:p></o:p></span></i></b></p>
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occurs when a transaction retrieves a set of rows twice and new rows are
inserted into or removed from that set by another transaction that is
committed in between.</span></i></b></h3>
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<style>
/* Style Definitions */
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{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
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mso-para-margin-right:0in;
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mso-para-margin-left:0in;
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mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
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mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
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mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0in;
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mso-pagination:widow-orphan;
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mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
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<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
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<w:BreakWrappedTables/>
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<m:smallFrac m:val="off"/>
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mso-tstyle-colband-size:0;
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mso-border-themecolor:text1;
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mso-hansi-font-family:Calibri;
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<![endif]--></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/rdbms-mcq-referential-integrity-and-cardinality-ratio-in-ER-model.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><p><br /></p><div align="center" class="MsoNormal" style="line-height: 24px; margin: 6pt 0in; text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><div class="MsoNormal" style="line-height: 24px; margin: 6pt 0in; text-align: justify;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;"><u><b>Related posts:</b></u></span></div><p><br /></p><div class="MsoNormal" style="margin: 6pt 0in; text-align: justify;"><ul><li><span style="font-size: large;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt;">Go to <a href="http://www.exploredatabase.com/2016/09/multiple-choices-questions-in-dbms.html">Multiple Choice Questions in DBMS</a> home</span></span></li></ul></div><div class="MsoNormal" style="margin: 6pt 0in; text-align: justify;"><ul><li><span style="font-family: "book antiqua" , "serif"; font-size: large;">Go to <a href="http://www.exploredatabase.com/2020/04/top-mcq-quiz-questions-on-relational-database-design-home.html">Normalization - MCQs</a> page</span></li></ul></div><ul><li><span style="font-size: large;">Go to <a href="http://www.exploredatabase.com/2018/03/general-quiz-questions-in-dbms.html">General Mixed Quiz in all topics of DBMS</a> page</span></li></ul><ul><li><h3><span style="font-size: large; font-weight: normal;"><span style="font-size: medium;">Go to <a href="http://www.exploredatabase.com/p/blog-page.html">Advanced DBMS Concepts</a> page</span></span></h3></li></ul><p><br /></p><h4></h4><h3 style="text-align: justify;"><span style="font-size: xx-small;"><span style="font-weight: normal;">What is phantom read?<br /></span></span></h3><h3 style="text-align: justify;"><span style="font-size: xx-small;"><span style="font-weight: normal;">When phantom read is unwanted<br /></span></span></h3><h3 style="text-align: justify;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Phantom read in concurrency control example<br /></span></span></h3><h3 style="text-align: justify;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Example schedule that results in phantom read</span></span></h3><h4><span style="font-weight: normal;"><span style="font-size: xx-small;">Transaction isolation levels in dbms and phantom read</span></span></h4><h4><span style="font-weight: normal;"><span style="font-size: xx-small;">DBMS solved MCQ; database management system MCQ solved questions</span></span> </h4>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-75490822253616837642023-02-22T20:56:00.003+05:302023-03-07T22:32:47.697+05:30Machine Learning MCQ - Differences between bagging and boosting<h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview
questions on machine learning, quiz questions for data scientist
answers explained, Exam questions in machine learning, ensemble learning, bagging, boosting, differences between bagging and boosting, bagging vs boosting</span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - Differences between ensemble learning methods - bagging and boosting</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/02/machine learning mcq single linkage versus complete linkage clustering distance measures.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/03/machine-learning-mcq-what-does-adaboost-do-before-determining-the-next-weak-classifier.html">Next ></a></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span></h3><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"><!--[if gte mso 9]><xml>
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-para-margin-top:0cm;
mso-para-margin-right:0cm;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0cm;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
table.MsoTableGrid
{mso-style-name:"Table Grid";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
border:solid black 1.0pt;
mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-border-insideh:.5pt solid black;
mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0cm;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]--><!--[if gte mso 9]><xml>
<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
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<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
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<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
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</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-para-margin-top:0cm;
mso-para-margin-right:0cm;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0cm;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
table.MsoTableGrid
{mso-style-name:"Table Grid";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
border:solid black 1.0pt;
mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-border-insideh:.5pt solid black;
mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0cm;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]--><!--[if gte mso 9]><xml>
<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
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<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
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<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
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<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
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<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. Which among the
following are some of the differences between bagging and boosting?</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a)
In bagging we use the same classification algorithm for training on each sample
of the data, whereas in boosting, we use different classification algorithms on
the different training data samples</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b)
Bagging is easy to parallelize whereas boosting is inherently a sequential
process</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c)
In bagging we typically use sampling with replacement whereas in boosting, we
typically use weighted sampling techniques</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d)
In comparison with the performance of a base classifier on a particular data
set, bagging will generally not increase the error whereas as boosting may lead
to an increase in the error </span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;"> </span></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(b), (c), and (d)</span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">(b) Bagging (Bootstrap Aggregation) is an ensemble
learning method which trains multiple models independently in parallel. Boosting
is an ensemble learning method which trains each new model such that it
focuses on correcting the errors made by the previous model.</span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">(c) In the case of Bagging, any element has the same
probability to appear in a new data set. Training data subsets are drawn
randomly with a replacement for the training dataset. However, for Boosting,
the observations are weighted. In Boosting algorithms each classifier is
trained on data, taking into account the previous classifiers’ success. Hence,
every new training subset comprises the elements that were misclassified by
previous models. Misclassified data increases its weights to emphasize the
most difficult cases. </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">(d) Boosting can
result in an increase in error over a base classifier due to over-emphasis on
existing noise data points in later iterations.</span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Other differences
between bagging and boosting</span></u></i></b></h3>
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<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Difference</span></i></b></p>
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<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Bagging</span></i></b></p>
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<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Boosting</span></i></b></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">Base
classifiers training</span></i></b></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">They are
trained in parallel</span></i></b></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">They are
trained in sequential manner.</span></i></b></p>
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<tr style="mso-yfti-irow: 2;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">Bias
and variance</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Decreases model’s
variance</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Decreases model’s
bias</span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">Overfitting
problem</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Solves the
problem</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Increases the
problem</span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 4;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">Weights
of the model</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Models receive
equal weights</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Models are
weighed according to their performance.</span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 5;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">Model
building</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Each model
built independently</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Models are
influenced by the performance of the previous models.</span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 6; mso-yfti-lastrow: yes;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">When
to apply</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">If the
classifier shows high variance (unstable).</span></i></b></p>
</td>
<td style="border-bottom-color: black; border-color: currentcolor black black currentcolor; border-left-color: initial; border-right-color: black; border-style: none solid solid none; border-top-color: initial; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0cm 5.4pt; width: 155.75pt;" valign="top" width="208">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">If the
classifier shows high bias (stable).</span></i></b></p>
</td>
</tr>
</tbody></table>
</div>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
</td>
</tr>
</tbody></table>
</div>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;"> </span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua", "serif"; font-size: 14pt; text-align: left;"></span></p><p><span></span></p><p><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"></span></p><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/02/machine learning mcq single linkage versus complete linkage clustering distance measures.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/03/machine-learning-mcq-what-does-adaboost-do-before-determining-the-next-weak-classifier.html">Next ></a></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span></h3><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;"></span><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;"> </span></p>
<div style="text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><h3><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-multiple-choice-questions-with-answers-home.html" target="_blank"><i><span style="font-size: large;">Machine learning MCQ home page</span></i></a></h3></li><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-true-or-false-quiz-questions-home-page.html"><i><span style="font-size: large;">Machine learning TRUE / FALSE questions home page</span></i></a></h3></li></ul><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/p/quiz-questions.html" target="_blank"><i><span style="font-size: large;">Computer science engineering quiz questions and answers page</span></i></a></h3></li></ul><ul><li><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><a href="http://www.exploredatabase.com/2020/10/data-warehousing-and-mining-quiz-mcq-with-answers-solved.html" target="_blank"><i><span style="font-size: large;">Data Warehousing and Data Mining MCQ with answers home</span></i></a><br /></span></h3></li></ul><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is ensemble learning?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Difference between bagging and boosting ensemble learning techniques in ML</span></span></h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is bagging?</span></span><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is boosting?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Boosting vs bagging</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">When to use boosting and when to use bagging?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Which is best - bagging or boosting? </span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">bagging helps in decreasing variance of a model, boosting helps to decrease the bias of a model</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">bagging works in parallel whereas boosting works in sequential manner<br /></span></span></h3><h3><span style="font-size: small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span></h3><p></p><p><br /></p>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-52467975177142714702023-02-19T21:48:00.004+05:302023-02-22T20:50:41.635+05:30Machine Learning MCQ - Single linkage and complete linkage hierarchical clustering<h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview
questions on machine learning, quiz questions for data scientist
answers explained, Exam questions in machine learning, hierarchical clustering, agglomerative clustering, single linkage cluster distance, complete linkage cluster distance, single-link vs complete-link distance calculations</span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - Distance between points in single linkage and complete linkage hierarchical clustering methods</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/02/machine-learning-mcq-bagging-or-stacking-which-ensemble-method-good-for-training-data.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/02/machine-learning-mcq-bagging-vs-boosting-differences.html">Next ></a></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span></h3><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"><!--[if gte mso 9]><xml>
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<h3 class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua", "serif"; font-size: 14pt; font-weight: normal; line-height: 150%;">1. Considering
single-link and complete-link hierarchical clustering, is it possible for a
point to be closer to the points in other clusters than to the points in its
own cluster? If so, in which approach will this tend to be observed?</span></h3>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a)
No</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b)
Yes, single-link clustering</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c)
Yes, complete-link clustering</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify; text-indent: 36pt;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d)
Yes, both single-link and complete-link clustering</span></p>
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<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt; mso-yfti-tbllook: 1184;">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(d) Yes, both single-link and complete-link clustering </span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">This is possible
in both single-link and complete-link clustering. In the single-link case, an
example would be two parallel chains where many points are closer to points
in the other chain/cluster than to points in their own cluster. In the
complete-link case, this notion is more intuitive due to the clustering
constraint (measuring distance between two clusters by the distance between
their farthest points). </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is single
link clustering?</span></u></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Single link
clustering is one of the hierarchical clustering methods. </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">In single linkage
(i.e., nearest-neighbor linkage or sometimes referred as MIN), the
dissimilarity between two clusters is the smallest dissimilarity between two
points in<br />
opposite groups. </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">In other words, in
single linkage clustering, the inter-cluster distance (the distance between
two clusters) is represented by the<br />
distance of the closest pair of data objects belonging to<br />
different clusters.</span></i></b></p>
<h4 align="center" class="MsoNormal" style="line-height: normal; margin: 6pt 0cm;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">cluster
distance = distance of two closest members in each class</span></i></b></h4>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is complete
link clustering?</span></u></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Yet another
hierarchical clustering method.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">In complete
linkage (i.e., furthest-neighbor linkage or MAX), dissimilarity<br />
between two clusters is the largest dissimilarity between two points in<br />
opposite groups.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">In other words,
in complete linkage clustering, the inter-cluster distance (the distance
between two clusters) is represented by the<br />
distance of the farthest pair of data objects belonging to<br />
different clusters.</span></i></b></p>
<h4 align="center" class="MsoNormal" style="line-height: normal; margin: 6pt 0cm;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt;">cluster
distance = distance of two farthest members</span></i></b></h4>
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</p><h3 class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 115%;">What is the term linkage refers to in hierarchical
clustering?</span></i></b></u></h3>
<b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin;"><span style="mso-spacerun: yes;"> </span>The
choice of linkage determines how we measure dissimilarity between groups of points.</span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><span style="mso-spacerun: yes;"> <br /></span></span></i></b><p></p>
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<div style="text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><h3><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-multiple-choice-questions-with-answers-home.html" target="_blank"><i><span style="font-size: large;">Machine learning MCQ home page</span></i></a></h3></li><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-true-or-false-quiz-questions-home-page.html"><i><span style="font-size: large;">Machine learning TRUE / FALSE questions home page</span></i></a></h3></li></ul><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/p/quiz-questions.html" target="_blank"><i><span style="font-size: large;">Computer science engineering quiz questions and answers page</span></i></a></h3></li></ul><ul><li><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><a href="http://www.exploredatabase.com/2020/10/data-warehousing-and-mining-quiz-mcq-with-answers-solved.html" target="_blank"><i><span style="font-size: large;">Data Warehousing and Data Mining MCQ with answers home</span></i></a><br /></span></h3></li></ul><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is hierarchical clustering?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Difference between single-linkage and complete-linkage hierarchical clustering in ML</span></span></h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is single link clustering?</span></span><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is complete link clustering?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What does linkage refer to in hierarchical agglomerative clustering? <br /></span></span></h3><h3><span style="font-size: small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span></h3><p></p><p><br /></p>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-63554988068733373272023-02-05T21:04:00.003+05:302023-02-19T21:45:46.485+05:30Machine Learning MCQ - Bagging or stacking - which is best for small training data?<h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview
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mso-border-themecolor:text1;
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. In case of
limited training data, which technique, bagging or stacking, would be
preferred, and why?</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Bagging, because
we can combine as many classifier as we want by training each on a different
sample of the training data </span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Bagging, because
we use the same classification algorithms on all samples of the training data </span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) Stacking,
because each classifier is trained on all of the available data </span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) Stacking,
because we can use different classification algorithms on the training data </span></p>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt; mso-yfti-tbllook: 1184;">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(c) Stacking, because each classifier is trained on all
of the available data </span></span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">When data is at a
premium, we would ideally prefer to train all models on all of the available training
data. </span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Stacking methods use
a separate model (a meta learner) to combine the results of the base models (weak
learners or constituent models). The second difference is that the stacking
based models are mostly heterogeneous in nature as they tend to train
different kinds (algorithmically different) of base models. Meta learner takes
the outputs of base models as input and gives the prediction as to the final
output.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is bagging
in machine learning?</span></u></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Bagging is the
type of ensemble technique in which a single training algorithm is used on
different subsets of the training data where the subset sampling is done with
replacement (bootstrap). Once the algorithm is trained on all the subsets,
then bagging predicts by aggregating all the predictions made by the
algorithm on different subsets.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is ensemble
learning?</span></u></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Ensemble learning
is a machine learning paradigm where multiple models (often called “<span style="mso-bidi-font-weight: bold;">weak learners</span>” or base models) are
trained to solve the same problem and combined to get better results. The
main hypothesis is that when weak models are correctly combined, we can
obtain more accurate and/or robust models.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Three ensemble
learning methods</span></u></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Bagging – use of
homogeneous weak learners in parallel to learn and then average them for
final predictions</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Boosting – use of
homogeneous weak learners in sequential manner to learn and tries to reduce
bias on final predictions</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Stacking – different
weak learners are fitted independently from each other and a meta-model is
trained on top of that to predict outputs based on the outputs returned by
the base models.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is weak
learner?</span></u></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">A ‘weak learner’ is any ML algorithm (for
regression/classification) that provides accuracy slightly better than random
guessing.</span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><span style="mso-spacerun: yes;"> </span></span></i></b></p>
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<div style="text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><h3><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-multiple-choice-questions-with-answers-home.html" target="_blank"><i><span style="font-size: large;">Machine learning MCQ home page</span></i></a></h3></li><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-true-or-false-quiz-questions-home-page.html"><i><span style="font-size: large;">Machine learning TRUE / FALSE questions home page</span></i></a></h3></li></ul><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/p/quiz-questions.html" target="_blank"><i><span style="font-size: large;">Computer science engineering quiz questions and answers page</span></i></a></h3></li></ul><ul><li><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><a href="http://www.exploredatabase.com/2020/10/data-warehousing-and-mining-quiz-mcq-with-answers-solved.html" target="_blank"><i><span style="font-size: large;">Data Warehousing and Data Mining MCQ with answers home</span></i></a><br /></span></h3></li></ul><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is ensemble learning in machine learning?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Difference between bagging and stacking ensemble methods in ML</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Out of bagging and stacking, which method is suitable for limited training data in machine learning?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What do we do in bagging ensemble method</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What do we do in stacking ensemble method</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is boosting <br /></span></span></h3><h3><span style="font-size: small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span></h3><p></p><p> </p>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-53851194996559293912023-02-03T16:08:00.005+05:302023-02-05T21:03:13.471+05:30Machine Learning MCQ - Both supervised and unsupervised learning have input variables<h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview questions on machine learning, quiz questions for data scientist answers explained, input and output variables for supervised machine learning, input variables for unsupervised machine learning algorithm, categorical variables for machine learning</span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - Supervised and unsupervised learning have at least one input variable</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/machine-learning-mcq-risk-of-tuning-hyperparameters-using-test-dataset.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; 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<![endif]--></span></span></h3><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">1. Both supervised learning and
unsupervised learning require at least one _________ .<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">a) output variable.<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">b) input variable.<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">c) hidden variable.<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">d) categorical variable.<o:p></o:p></span></p><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 6pt 36pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"><br /></span></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm 12pt; text-align: justify;"><b><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">Answer: <span style="color: #00b050;">(c) input variable
</span><o:p></o:p></span></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">In supervised
learning, we have both input and output variables. But in unsupervised
learning, we have only input data and no corresponding output variables.</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;"><o:p></o:p></span></p><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">Input variables (also referred as
independent variables) are features that are input to a model to predict the
value of the output variables (also referred as dependent variables). In the
function mentioned below, X is input variable and Y is output variable;<o:p></o:p></span></i></b></p><p class="MsoNormal" style="line-height: normal; margin: 6pt 0cm; text-align: center;">
<span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%; mso-ansi-language: EN-IN; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin;">Y = f(X)</span></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; margin: 6pt 0cm; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">Categorical data
refers to input features that represent one or more discrete items from a
finite set of choices.<o:p></o:p></span></i></b></h3>
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<p class="MsoNormal" style="line-height: 24px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua", "serif"; font-size: 14pt;"> </span><span style="font-family: "Book Antiqua", "serif"; font-size: 14pt; text-align: left;"> </span></p><p><span></span></p><p><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"></span></p><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/machine-learning-mcq-risk-of-tuning-hyperparameters-using-test-dataset.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><a href="https://www.exploredatabase.com/2023/02/machine-learning-mcq-bagging-or-stacking-which-ensemble-method-good-for-training-data.html"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b></a><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><br /></span></h3><div style="text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><h3><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-multiple-choice-questions-with-answers-home.html" target="_blank"><i><span style="font-size: large;">Machine learning MCQ home page</span></i></a></h3></li><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-true-or-false-quiz-questions-home-page.html"><i><span style="font-size: large;">Machine learning TRUE / FALSE questions home page</span></i></a></h3></li></ul><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/p/quiz-questions.html" target="_blank"><i><span style="font-size: large;">Computer science engineering quiz questions and answers page</span></i></a></h3></li></ul><ul><li><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><a href="http://www.exploredatabase.com/2020/10/data-warehousing-and-mining-quiz-mcq-with-answers-solved.html" target="_blank"><i><span style="font-size: large;">Data Warehousing and Data Mining MCQ with answers home</span></i></a><br /></span></h3></li></ul><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What is input and output variables in machine learning?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Categorical variable</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Which variable is common in both supervised and unsupervised machine learning algorithms?</span></span></h3><h3><span style="font-size: small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span></h3><p> </p>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-71231931854034225022023-02-02T16:38:00.000+05:302023-02-02T16:38:09.251+05:30SQL solved exercise using JOIN, GROUP BY, subqueries<h1 style="text-align: left;"><span style="font-size: small;">Structured Query Language exercise, SQL lab exercise solved, SQL join queries explained, Easy join, group by clauses and subqueries</span></h1><p style="text-align: left;"><!--[if gte mso 9]><xml>
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</p><h2 class="MsoNormal" style="line-height: normal; margin: 6pt 0cm; text-align: center;"><span lang="EN-IN" style="font-family: "Book Antiqua","serif"; font-size: 14.0pt;"><u>SQL solved exercise </u><br /></span></h2><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span lang="EN-IN" style="font-family: "Book Antiqua","serif"; font-size: 14.0pt;">Consider a social
network database, about users and their relationships. The database has two
relations:</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify; text-indent: 36.0pt;"><span lang="EN-IN" style="font-family: "Book Antiqua","serif"; font-size: 14.0pt;">Users (uid,
name)</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 6.0pt; text-align: justify; text-indent: 36.0pt;"><span lang="EN-IN" style="font-family: "Book Antiqua","serif"; font-size: 14.0pt;">Relationship
(uid1, rel, uid2)</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span lang="EN-IN" style="font-family: "Book Antiqua","serif"; font-size: 14.0pt;">Here <i style="mso-bidi-font-style: normal;">uid</i> is the key for Users relation; <i style="mso-bidi-font-style: normal;">uid1</i> and <i style="mso-bidi-font-style: normal;">uid2</i> are foreign keys and both are referencing <i style="mso-bidi-font-style: normal;">uid</i> of Users; <i style="mso-bidi-font-style: normal;">rel</i> is a
string representing the relation type, and the value can be <b style="mso-bidi-font-weight: normal;">friend</b> or <b style="mso-bidi-font-weight: normal;">enemy</b>. Note that the relationship is not necessarily symmetric: if
Alice is friend with Bob, this does not imply that Bob is friend with Alice.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span lang="EN-IN" style="font-family: "Book Antiqua","serif"; font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span lang="EN-IN" style="font-family: "Book Antiqua","serif"; font-size: 14.0pt;">Query
1:</span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Find the names
of all friends of Alice.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Solution 1:</span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #00b0f0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">SELECT
name FROM Users WHERE uid </span><span style="color: red; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">IN</span><span style="color: #00b0f0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">(<span style="color: #7030a0;">SELECT
uid2 </span></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">FROM
Users x, Relationship y</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">WHERE
x.uid = y.uid1 AND x.name = ‘Alice’ AND y.rel = ‘friend’</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">);</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Explanation:</span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">We need the
names of Alice’s friends. The query has two parts;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Inner
query</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">: selects all the user ids of friends of Alice by
joining the tables Users with Relationship. <i style="mso-bidi-font-style: normal;">Mentioning
the list of tables separated by comma in FROM clause represents basic Cartesian
product join.</i></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #00b0f0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Outer
query</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">: to identify and display the names of the uids from
the result of inner query. </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">IN
in outer query</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">: the result of inner query may consist of zero or
more records. To include the names of all the uids that are in the result of
inner query, the IN operator is used.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Query 2:</span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Write a SQL
query that computes, for each user, the total number of their <span style="color: red;">friends</span>. Your query should return results containing
the <i style="mso-bidi-font-style: normal;">uid</i>, the <i style="mso-bidi-font-style: normal;">name</i>, and the <b style="mso-bidi-font-weight: normal;">count</b>.
Note that your query must return exactly one answer for every user in Users.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Solution 2:</span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: red; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">SELECT</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> x.uid, x.name, count(*)</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #00b0f0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">FROM</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> Users x <span style="color: #00b050;">LEFT OUTER JOIN</span> Relationship
y</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">ON</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> x.uid = y.uid1 AND <span style="color: #7030a0;">y.rel='friend'</span></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">GROUP
BY</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> x.uid, x.name;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Explanation:</span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: red; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">SELECT
clause</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">: We need the <i style="mso-bidi-font-style: normal;">uid</i>,
<i style="mso-bidi-font-style: normal;">name</i> and the <b style="mso-bidi-font-weight: normal;">count</b> of their friends. <span style="color: #00b0f0;">FROM clause</span>:
<i style="mso-bidi-font-style: normal;">uid</i> and <i style="mso-bidi-font-style: normal;">name</i> is in Users table. To find the number of friends, we need to <span style="color: red;">join</span> Users with Relationship. </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">JOIN...ON</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">: To make a valid join, every record of both tables should be compared using
common attributes (x.uid = y.uid1).</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">Condition</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">: y.rel=’friend’ is included because we are interested only in the value
‘friend’.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">GROUP
BY clause</span><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">: As per the question, we need to display <i style="mso-bidi-font-style: normal;">uid</i> and <i style="mso-bidi-font-style: normal;">name</i> along with the count of friends. To include attributes along
with an aggregate function (count) in SELECT clause, we need to group the
results on the attributes needed. </span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"><i><b>Note:</b> the names x and y in the above queries are called as tuple variables or aliases or rename variables. They are useful in disambiguating the attribute names in case if attribute names of two different tables are same. <span style="color: #2b00fe;"><b>In these queries, they are not needed.</b></span></i> <br /></span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p><p class="MsoNormal" style="line-height: normal; margin: 6pt 0cm; text-align: center;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;">*************</span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; mso-ansi-language: EN-US;"> </span></p><h4 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-family: "Book Antiqua", "serif";">SQL solved exercise on social network database</span></span></span></h4><h4 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-family: "Book Antiqua", "serif";">How to use group by clause in a social network database</span></span></span></h4><h4 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-family: "Book Antiqua", "serif";">Use of left outer join to join tables in SQL</span></span></span></h4><h4 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-family: "Book Antiqua", "serif";">Use of IN operator in SQL </span></span></span></h4><h4 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 6.0pt; text-align: justify;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-family: "Book Antiqua", "serif";">Use of aliases/tuple variables/rename variables in SQL<br /></span></span></span></h4>
<p></p><p><br /></p>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-15152653701941123862022-09-01T22:08:00.004+05:302022-09-01T22:10:49.696+05:30SQL Cheatsheet - SELECT FROM WHERE clauses with examples<h1 style="text-align: justify;"><span style="font-weight: normal;"><span style="font-size: small;">SQL Cheat sheet for beginners, SELECT clause, FROM clause, WHERE clause explained with examples.</span></span></h1><h1 style="text-align: justify;"><span style="font-weight: normal;"><span style="font-size: small;"> </span></span></h1><h2 style="text-align: center;"><u> SELECT ... FROM ... WHERE clauses in SQL - Cheat sheet</u></h2><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1yX60g3MIkrQbitt6DquaFvZFM6sTAwbRpXZ1uGkD85KmLCOdUEmvG-teBPQXxE5lKJUKHPPoqphSNZWmWhpNc0qKmO14Iuvc5Q56u86oF-jDatbtkjyth1FCIrTBdBcUzHKUc0BJQ_lEUpw7QHSdgIVpbL8BjDp_3wt4G1HI-jGR2qGwRAng9UirNA/s936/SQL%20clauses%20cheatsheet.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="324" data-original-width="936" height="222" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1yX60g3MIkrQbitt6DquaFvZFM6sTAwbRpXZ1uGkD85KmLCOdUEmvG-teBPQXxE5lKJUKHPPoqphSNZWmWhpNc0qKmO14Iuvc5Q56u86oF-jDatbtkjyth1FCIrTBdBcUzHKUc0BJQ_lEUpw7QHSdgIVpbL8BjDp_3wt4G1HI-jGR2qGwRAng9UirNA/w640-h222/SQL%20clauses%20cheatsheet.png" width="640" /></a></div><br /><h2 style="text-align: center;"></h2><p><!--[if gte mso 9]><xml>
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</p><div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;">
<tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td colspan="2" style="border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; padding: 0in 5.4pt; width: 6.65in;" valign="top" width="638">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Querying
data using SELECT…FROM...WHERE clauses in SQL</span></i></b></p>
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<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 221.4pt;" valign="top" width="295">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Commands/Clauses</span></i></b></p>
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<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Examples</span></i></b></p>
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<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 221.4pt;" valign="top" width="295">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><br /></span></i></b></u></p><u>
</u><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="font-size: large;"><span style="color: #800180;"><u>SELECT</u> 👈</span></span></span></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">To
view required data from one or more tables.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Syntax</span></u></i></b><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: </span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
<span style="color: #c00000;">parameters</span> FROM tablename;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Parameters for </span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT</span></u></i></b><b style="mso-bidi-font-weight: normal;"><u><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">:</span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">*,
list of attributes, functions, arithmetic operations are the parameters for
the command (clause) SELECT.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 257.4pt;" valign="top" width="343">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Parameters examples for SELECT clause</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Simple:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
<b style="mso-bidi-font-weight: normal;"><span style="color: #0070c0;">*</span></b>
FROM student;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">:
Displays all columns of all records of student table.</span></i></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">List
of attributes:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
<b style="mso-bidi-font-weight: normal;"><span style="color: #0070c0;">name,
phone</span></b> FROM student;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: Displays only name and phone of
all students;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Function:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
<b style="mso-bidi-font-weight: normal;"><span style="color: #0070c0;">MAX(salary)</span></b>
FROM employee;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: Displays the maximum of all
salary values stored in employee table.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Operations:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
<b style="mso-bidi-font-weight: normal;"><span style="color: #0070c0;">Basic +
HRA</span></b> FROM employee;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: Displays the sum of the values
stored in Basic and HRA columns (attributes) of all employee records.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 221.4pt;" valign="top" width="295">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="color: #800180;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="font-size: large;"><u>FROM</u> 👈<br /></span></span></b></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">To
specify the name of the table/view from which we want to view the data.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Syntax</span></u></i></b><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: </span></u></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
parameters FROM <span style="color: red;">tablename</span>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Parameters for </span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">FROM</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Table
name or table names separated with comma. </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 257.4pt;" valign="top" width="343">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #e36c0a; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt; mso-themecolor: accent6; mso-themeshade: 191;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #e36c0a; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt; mso-themecolor: accent6; mso-themeshade: 191;">Parameters examples
for FROM clause</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Single
table:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
* FROM <span style="color: #e36c0a; mso-themecolor: accent6; mso-themeshade: 191;">employee</span>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: Displays all records from
employee table.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Multiple
tables:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
* FROM <b style="mso-bidi-font-weight: normal;"><span style="color: #e36c0a; mso-themecolor: accent6; mso-themeshade: 191;">employee, dept</span></b>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: It is a special case. It
performs <b style="mso-bidi-font-weight: normal;">join</b>. Displays columns of
tables, employee and dept with every record of table employee combined with
every record of dept.</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 4; mso-yfti-lastrow: yes;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 221.4pt;" valign="top" width="295">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><br /></span></u></i></b></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="color: #800180;"><span style="font-size: large;"><span><span style="font-family: "Book Antiqua", "serif";"><u>WHERE</u> 👈<br /></span></span></span></span></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">To
specify one or more conditions to filter the data to view/get required data
only.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Syntax:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
parameters FROM tablename WHERE <span style="color: red;">condition</span>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Parameters for </span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">WHERE</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">WHERE
clause accepts the conditions (predicates) of the following format;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Attribute_name OP
value;</span></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Attribute_name OP
attribute_name;</span></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Here,
OP refers to OPERATOR that can be one of =, <>, >, <, >=, and <=</span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">More conditions can be mentioned in WHERE clause. In that case, the conditions should be connected using logical connectives AND, OR, NOT. <br /></span></p>
</td>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><br /></span></u></i></b></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="color: #7030a0; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Parameter examples for WHERE clause</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">attribute_name
OP value:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
* FROM employee WHERE <b style="mso-bidi-font-weight: normal;"><span style="color: #7030a0;">gender = ‘male’</span></b>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: Displays all records of employee
who are MALE.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
* FROM employee WHERE <b style="mso-bidi-font-weight: normal;"><span style="color: #7030a0;">salary > 10000</span></b>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: Displays all records of
employees who earn more than 10000.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
name, age FROM employee WHERE <b style="mso-bidi-font-weight: normal;"><span style="color: #7030a0;">salary = 25000</span></b>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: magenta; font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">Result</span></i></b><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">: Displays only name and ages of
all employees who earn 25000. </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"><span style="text-decoration: none;"><br /></span></span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">attribute_name
OP attribute_name:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;">SELECT
* FROM employee, dept WHERE <b style="mso-bidi-font-weight: normal;"><span style="color: #7030a0;">emp_dno = dept_dno</span></b>;</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt; mso-bidi-font-size: 14.0pt;"> </span></p>
</td>
</tr>
</tbody></table>
</div> <br /><p></p><p style="text-align: center;">*********** <br /></p><p> </p><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">What are the parameters for SELECT clause?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Can we perform arithmetic calculations using SELECT clause in SQL?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How to filter the data in a table using WHERE clause?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Can we use more than one condition in WHERE clause?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How do you find cars that are sold for fifty thousand dollars or more?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Where to specify the condition like the watches that are costlier than Omega watches? </span></span> <br /></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-87133923194651640732022-08-15T11:24:00.000+05:302022-08-15T11:24:27.605+05:30Natural Language Processing Multiple Choices Questions - HMM is a generative model<h1 style="text-align: justify;"><span style="font-size: small;"><span style="font-weight: normal;">Multiple
choices questions in NLP, Natural Language Processing solved MCQ,
HMM is a generative model, Why HMM is referred as generative model?</span></span></h1><h2 style="text-align: center;"><u>Natural Language Processing MCQ - Hidden Markov Model (HMM) is a generative model</u></h2><p style="text-align: left;">
</p><div align="center">
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mso-hansi-font-family:Calibri;
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<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
border:solid black 1.0pt;
mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-border-insideh:.5pt solid black;
mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
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<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
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<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
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<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
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<style>
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mso-hansi-font-family:Calibri;
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Model (HMM) is a _____ which means that the model is specified by ______.<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">a) Discriminative
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">b) Discriminative
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">c) Generative
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">d) Generative
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><u><span style="font-family: "Book Antiqua","serif"; font-size: 13.0pt; line-height: 150%; mso-bidi-font-size: 12.0pt;">Answer:
<span style="color: #00b050;">(c) Generative model, P(X, Y)</span><o:p></o:p></span></u></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">Hidden Markov Model (HMM) is a generative model. Generative models capture the joint
probability p(X, Y).<o:p></o:p></span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">Generative models calculate the conditional probability P(y|x)
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<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: center;"><b><i><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">P(y|x) = P(x,y) / P(x) = joint probability / prior probability
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;"><br /></span></i></b></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">A generative model includes the distribution of the data
itself, and tells you how likely a given example is. For example, models that
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they can assign a probability to a sequence of words.<o:p></o:p></span></i></b></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;"><br /></span></i></b></p>
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probability distributions that underlie a data set. They directly calculate the conditional probability, p(y|x), for a data set. They focus
on discriminating between classes, as their name suggests, by analyzing the
data to calculate decision boundaries between classes.<o:p></o:p></span></i></b></p>
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<span style="font-size: x-large;"><span style="font-family: "book antiqua" , "serif"; line-height: 115%;"><span style="font-size: small;"><b>*****************</b><u><b> <br /></b></u></span></span></span></div><div class="MsoNormal" style="margin-top: 10pt; text-align: justify;"><span style="font-size: x-large;"><span style="font-family: "book antiqua" , "serif"; line-height: 115%;"><span style="font-size: small;"><u><b>Related links:</b></u></span> <br /></span></span></div><div class="MsoNormal" style="margin-top: 10pt; text-align: justify;"><ul><li><h3><span style="font-size: medium;"><span style="font-family: "book antiqua" , "serif"; line-height: 115%;">Go to <a href="http://www.exploredatabase.com/2020/04/notes-on-natural-language-processing.html">Natural Language Processing home</a> page</span></span></h3></li></ul></div><span style="font-size: medium;">
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<span style="font-family: "book antiqua" , "serif"; font-size: medium; line-height: 115%;"><span>Go to <a href="http://www.exploredatabase.com/2020/04/natural-language-processing-glossary.html">Natural Language Processing - Glossary</a></span></span></h3></li></ul></div><span style="font-size: medium;">
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<![endif]--><h4 style="text-align: left;">
<span style="font-size: xx-small;"><span style="font-weight: normal;">Top interview questions in NLP</span></span></h4>
<h4 style="text-align: left;">
<span style="font-size: xx-small;"><span style="font-weight: normal;">NLP quiz questions with answers explained</span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Why HMM is a generative machine learning model?</span></span></h4><h3 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Why HMM is not a discriminative model?</span></span></h3><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">What is the difference between generative and discriminative models? <br /></span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">NLP
Solved MCQ, Natural language processing solved mcq, language model solved mcq, perplexity solved mcq, nlp solved exercises</span></span></h4>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-34930653930720579252022-08-13T20:57:00.006+05:302022-08-14T14:35:49.508+05:30SQL Cheat sheet - order of execution of SELECT statement in SQL<h1 style="text-align: justify;"><span style="font-size: small;"><span style="font-weight: normal;">What is the order of execution of various clauses or parts of SQL SELECT statement? In what order a SELECT query is executed in SQL? Why SELECT clause is executed at the end in most of the SELECT statements? Order of execution of SELECT, FROM, WHERE, GROUP BY, HAVING, ORDER BY and FETCH clauses</span></span></h1><p><br /></p><p><!--[if gte mso 9]><xml>
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</p><h2 align="center" class="MsoNormal" style="margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">Order
of execution in SQL SELECT query</span></u></b></h2>
<p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"> </span></p>
<p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">SELECT query in SQL is the most used query
to access the database. It has the following clauses (or parts) which can be
found in most of the DBMSs like Oracle, MySQL, SQL Server etc.</span></p>
<p></p><ul style="text-align: left;"><li><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">SELECT clause</span></li><li><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">FROM clause</span></li><li><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">WHERE clause</span></li><li><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">GROUP BY clause</span></li><li><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">HAVING clause</span></li><li><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">Order By clause</span></li></ul><p>
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order to fetch the records as result to the user. The table given below
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UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
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mso-style-noshow:yes;
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mso-para-margin-top:0in;
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mso-ascii-theme-font:minor-latin;
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</p><div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;">
<tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td style="border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">Order</span></i></b></p>
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">of</span></i></b></p>
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">execution</span></i></b></p>
</td>
<td style="border-left: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">Clause</span></i></b></p>
</td>
<td style="border-left: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">Description</span></i></b></p>
</td>
<td style="border-left: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;">Presence</span></i></b></p>
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt;"> </span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 1;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">1</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">FROM</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">SELECT query
identifies the records in one (or more tables) as per the conditions (if any)
and displays the result to the user.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Hence, <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0;">the first task</span></i></b> is to identify the base
table from which the record to be fetched.</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Must</span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 2;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">1a</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">JOIN</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">JOIN <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0;">is a binary operator</span></i></b> to combine rows
from two tables and it is a part of FROM clause if used in the query. Hence,
it is in position 2 in the order of execution.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; mso-bidi-font-size: 12.0pt;">JOIN</span></i></b><span style="font-family: "Book Antiqua","serif"; mso-bidi-font-size: 12.0pt;"> can be
used in the FROM clause of a query as <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #c00000;">INNER JOIN</span>,
<span style="color: #00b050;">NATURAL JOIN</span>, <span style="color: #0070c0;">LEFT
JOIN</span>, <span style="color: #7030a0;">RIGHT JOIN</span>, <span style="color: #e36c0a; mso-themecolor: accent6; mso-themeshade: 191;">FULL JOIN</span>,
<span style="color: red;">CARTESIAN JOIN</span></i></b> (‘,’ (comma) between
table names is used as the symbol for <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">CARTESIAN JOIN</i></b>).</span><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"></span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Optional </span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">2</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">WHERE</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Once you have
chosen the base table(s), now it is the time to mention the filtering
constraints (conditions). If your query has any, it is mentioned in the WHERE
clause. </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">After choosing
records from base tables, we need to filter them based on certain values as
per your requirement. Hence, after FROM (or JOIN) clause, WHERE clause will
be executed next.</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Optional </span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 4;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">3</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">GROUP BY</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">If you like <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0;">to group the result</span></i></b> based on certain
attributes and their values, GROUP BY clause has to be used. It is a way to
specify ‘HOW’ I want to see my data in the result. </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">It executes after
FROM (or JOIN, or WHERE) clause.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">You typically use
a GROUP BY clause in conjunction with an aggregate expression (eg. <i style="mso-bidi-font-style: normal;">AVG(), SUM(), etc.</i>).</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 5;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">4</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">HAVING</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">HAVING clause is
used along with GROUP BY clause in <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0;">case if you
like to apply conditions</span></i></b> (filters) <b style="mso-bidi-font-weight: normal;"><u>on grouped data</u></b>. </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">For example,
assume that you have counted number of employees in each department (using
COUNT(*) and ‘GROUP BY did’) and now you want to include that departments
that have more than 5 employees. Here, we use HAVING clause.</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Optional </span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 6;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">5</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">SELECT</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">SELECT will take
parameters (<i style="mso-bidi-font-style: normal;"><span style="color: red;">*</span></i>
OR <i style="mso-bidi-font-style: normal;"><span style="color: red;">list of
columns</span></i> OR <i style="mso-bidi-font-style: normal;"><span style="color: red;">functions</span></i> OR <i style="mso-bidi-font-style: normal;"><span style="color: red;">arithmetic operations</span></i>). As per the presence of
parameters in the query, SELECT will pick and show necessary data from the
results produced by the execution of previous clauses.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">For example, the
SELECT clause in “<b style="mso-bidi-font-weight: normal;"><span style="color: #0070c0;">SELECT sname, age FROM student WHERE gender = ‘F’;</span></b>”
takes two columns. SELECT will select and show only sname and age columns
after the execution of FROM clause and WHERE clause are completed. </span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Must </span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 7;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">6</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">ORDER BY</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">ORDER BY clause
sorts (ascending or descending) the result data produced by SELECT query.</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Optional </span></i></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 8; mso-yfti-lastrow: yes;">
<td style="border-top: none; border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; mso-bidi-font-size: 12.0pt;">7</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 64.15pt;" valign="top" width="86">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">TOP / LIMIT / FETCH</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 4.4in;" valign="top" width="422">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">They are used to
limit the number of records to be displayed as a result.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">TOP is used by
SQL Server, LIMIT is supported by MySQL, and Oracle (versions 12 or later) supports
FETCH.</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-color: currentcolor black black currentcolor; border-left: none; border-right: solid black 1.0pt; border-style: none solid solid none; border-top: none; border-width: medium 1pt 1pt medium; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p align="center" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Optional </span></i></b></p>
</td>
</tr>
</tbody></table>
</div>
<p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"> </span></p>
<h3 class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">Examples - Order of execution of SQL clauses in SELECT query:</span></u></b></h3><p class="MsoNormal" style="margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"><span style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"><i>Example 1</i>:</span></u></span></span></u></span><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"> <br /></span></u></b></p>
<p></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjJD_vNv-tOaoHC8lDF9K2WYg8BvvMQL2zZwDdm_cqtACufXEC4L8KF_sAuM1ZWGQy6vqZU8DWrReckIHNvb6l2_XAh2YGqjh3b5__HV91HSKgrCuPV87vrgWt4AXWCQLXFFMKRNQTvPS5zdtUl6JUJ0B6k8QWURAK4jkQcxR04cSC3p4MZSckNaEvTLQ/s280/query1.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="101" data-original-width="280" height="72" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjJD_vNv-tOaoHC8lDF9K2WYg8BvvMQL2zZwDdm_cqtACufXEC4L8KF_sAuM1ZWGQy6vqZU8DWrReckIHNvb6l2_XAh2YGqjh3b5__HV91HSKgrCuPV87vrgWt4AXWCQLXFFMKRNQTvPS5zdtUl6JUJ0B6k8QWURAK4jkQcxR04cSC3p4MZSckNaEvTLQ/w200-h72/query1.png" width="200" /></a></div><span style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"><i>Example 2</i></span></u></span><span style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;">:</span></u></span><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjXGYGOe8CWzuT-FyW0lEIyZyZHC-YSlRHaGThsUGErVbiXYb0ptwr7nfnOzXcyvJKMpwHV3rS_7yHA4phaJRu2bwHnbfXn6LZDQT-uKqhv1KSC1YK7o-L8hjMBuGv0cXFeZmUfo1NaKVygdFw2wEDmtopJuf7sn_pOoDrqbMy_Q7_vVPdlIMQtqN0T7A/s618/query2.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="101" data-original-width="618" height="65" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjXGYGOe8CWzuT-FyW0lEIyZyZHC-YSlRHaGThsUGErVbiXYb0ptwr7nfnOzXcyvJKMpwHV3rS_7yHA4phaJRu2bwHnbfXn6LZDQT-uKqhv1KSC1YK7o-L8hjMBuGv0cXFeZmUfo1NaKVygdFw2wEDmtopJuf7sn_pOoDrqbMy_Q7_vVPdlIMQtqN0T7A/w400-h65/query2.png" width="400" /></a></div><span style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"><i>Examples 3</i>:</span></u></span><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjh4ZbHucs3O1ZJWWwmq62360pBseauULL3hinMNrwt4Qu0PchHlzCWvujqtDH7eWu1kwHzbP3crgblRrjRkpJplZ80u-nhbZPDn5P2z7-qeoJdhI2tlk8ypy0C-58DsAwRQ4MQzr-CTFiUonIU1irZk5t6TEaDXknJ9PZmSpXFCiwDkSEni7hFSd8CxA/s618/query3.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="101" data-original-width="618" height="65" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjh4ZbHucs3O1ZJWWwmq62360pBseauULL3hinMNrwt4Qu0PchHlzCWvujqtDH7eWu1kwHzbP3crgblRrjRkpJplZ80u-nhbZPDn5P2z7-qeoJdhI2tlk8ypy0C-58DsAwRQ4MQzr-CTFiUonIU1irZk5t6TEaDXknJ9PZmSpXFCiwDkSEni7hFSd8CxA/w400-h65/query3.png" width="400" /></a></div><span style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"><i>Example 4</i>:</span></u></span><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEif0JSW-PGgDR6cKnlMzo1RQPDBVlghQEZkTb_mk5TV21zyebhn6Ql2WXY6S1E3MKBehJbXs1uxUsz2KO93rD6Y7E5eFc0lnxce8FjPyHA4RzAONLBdNI5icMaR0kmMQrTqdyWa84fRMvyY3NdKa6-eqf2em4JAs1EkpPWztW41XFpQKgYqZU9JUBe2wg/s618/query4.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="101" data-original-width="618" height="65" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEif0JSW-PGgDR6cKnlMzo1RQPDBVlghQEZkTb_mk5TV21zyebhn6Ql2WXY6S1E3MKBehJbXs1uxUsz2KO93rD6Y7E5eFc0lnxce8FjPyHA4RzAONLBdNI5icMaR0kmMQrTqdyWa84fRMvyY3NdKa6-eqf2em4JAs1EkpPWztW41XFpQKgYqZU9JUBe2wg/w400-h65/query4.png" width="400" /></a></div><span style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 115%;"><i>Example 5</i>:</span></u></span><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipJVSi7AXGasbsyAalgLW56fMGoRY0TYte2KE4vidFaJyvawAMPSRNcgfN6R2KoTRYXx1qkJ4Jb33w7060JFgOAuUgzpSaeV0poReTTc_jfihkAtBm-DkQcY8k4Z8GJJEbuUEQ36kunxE1Wv19iGwjMa5VPo5ZTbKFq8PEAyTHypUUsWPmhEho6sWnFQ/s686/query5.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="202" data-original-width="686" height="118" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipJVSi7AXGasbsyAalgLW56fMGoRY0TYte2KE4vidFaJyvawAMPSRNcgfN6R2KoTRYXx1qkJ4Jb33w7060JFgOAuUgzpSaeV0poReTTc_jfihkAtBm-DkQcY8k4Z8GJJEbuUEQ36kunxE1Wv19iGwjMa5VPo5ZTbKFq8PEAyTHypUUsWPmhEho6sWnFQ/w400-h118/query5.png" width="400" /></a></div><br /> <p></p><h4 style="text-align: left;"><span style="font-size: x-small;"><span style="font-weight: normal;">What is the order of execution of various clauses or parts of SQL SELECT
statement? </span></span></h4><h4 style="text-align: left;"><span style="font-size: x-small;"><span style="font-weight: normal;">In what order a SELECT query is executed in SQL? </span></span></h4><h4 style="text-align: left;"><span style="font-size: x-small;"><span style="font-weight: normal;">Why SELECT
clause is executed at the end in most of the SELECT statements? <br /></span></span></h4><h4 style="text-align: left;"><span style="font-size: x-small;"><span style="font-weight: normal;">In which order, the clauses in the following query executed? Why?</span></span></h4><h4 style="text-align: left;"><span style="font-size: x-small;"><span style="font-weight: normal;">List and execute the SELECT query clauses execution order in detail.</span></span><br /></h4>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-41404290882890569012022-07-26T21:18:00.003+05:302023-02-03T15:46:58.748+05:30Machine Learning MCQ - Risk of tuning hyperparameters using test dataset<p></p><h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview
questions on machine learning, quiz questions for data scientist
answers explained, hyperparameters, tuning hyperparameters, risk of tuning hyperparameters using test dataset, what are hyperparameters? when will the model overfit?<br /></span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - Risk involved in tuning the hyperparameters using a test set</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/machine-learning-mcq-type-of-nodes-that-a-decision-tree-has.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2023/02/machine-learning-mcq-both-supervised-and-unsupervised-learning-have-input-variables.html">Next ></a></span></b><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span></h3><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"><!--[if gte mso 9]><xml>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. What is the risk
with tuning hyper-parameters using a test dataset?</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Model will
overfit the test set</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Model will
underfit the test set</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) Model will
overfit the training set</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) Model will perform
balanced</span></p>
<div align="center">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(a) Model will overfit the test set</span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The model will
not generalize well to unseen data because it overfits the test set. Tuning model hyper-parameters to a test set means that the hyper-parameters
may overfit to that test set. If the same test set is used to estimate performance, it
will produce an overestimate. The test set should be used only for testing,
not for parameter tuning. </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Using a separate
validation set for tuning and test set for measuring performance provides
unbiased, realistic measurement of performance.</span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What are
hyper-parameters?</span></i></b></u></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Hyper-parameters
are parameters whose values control the learning process and determine the
values of model parameters that a learning algorithm ends up learning. We can’t
calculate their values from the data.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Example</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">: Number of
clusters in clustering, number of hidden layers in a neural network, and depth
of a tree are some of the examples of hyper-parameters.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is the hyper-parameter
tuning?</span></i></b></u></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Hyper-parameter
tuning is the process of choosing the right combination of hyper-parameters
that maximizes the model performance. It works by running multiple trials in
a single training process. Each trial is a complete execution of your
training application with values for your chosen hyper-parameters, set within
the limits you specify. This process once finished will give you the set of
hyper-parameter values that are best suited for the model to give optimal
results.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
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<br /></span></span></h3><h3></h3><h3><span style="font-size: x-small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span> <br /></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-15470459654030445252022-07-26T19:35:00.001+05:302022-07-26T21:14:51.610+05:30Machine Learning MCQ - Type of nodes in a decision tree<p></p><h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. What are
different types of nodes a decision tree has?</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Root node</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Internal nodes</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) Leaf nodes</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) All of the above</span></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(d) All of the above</span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">A decision tree
has all the three nodes.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Root node – node
with NO incoming edges and ZERO or more outgoing edges. It contains attribute
test conditions to separate records.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Internal nodes –
nodes with exactly ONE incoming edge and ZERO or more outgoing edges.
Internal nodes contain attribute test conditions to separate records.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Leaf (terminal)
nodes – nodes with exactly ONE incoming edge with NO outgoing edges. Leaf
nodes have class labels.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCCCrBRO70E6KvavlMBGkTjE5v9WNHGxT616hnO20tyLEgbyYQgTOwjp3PPE2XgTCnwcM7wVzs_1ZEq8BeQNYKzQUYrdwfsqiVcTeK52_ybEWhHwPbg4mBUougvYhz2QL6q5W7EvJADkKN0YDXbMTjdK-G389WDY9eiXN7LMwYxQfaODA99WKku7yN9g/s909/decision%20tree.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="517" data-original-width="909" height="228" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCCCrBRO70E6KvavlMBGkTjE5v9WNHGxT616hnO20tyLEgbyYQgTOwjp3PPE2XgTCnwcM7wVzs_1ZEq8BeQNYKzQUYrdwfsqiVcTeK52_ybEWhHwPbg4mBUougvYhz2QL6q5W7EvJADkKN0YDXbMTjdK-G389WDY9eiXN7LMwYxQfaODA99WKku7yN9g/w400-h228/decision%20tree.png" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Decision tree nodes - an example<br /></td></tr></tbody></table><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><br /></span></i></b><p></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
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<span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px; text-align: left;"> </span><span style="text-align: left;"> <br /></span><p><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"></span></p><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/machine-learning-mcq-cost-function-of-logistic-regression.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><a href="https://www.exploredatabase.com/2022/07/machine-learning-mcq-risk-of-tuning-hyperparameters-using-test-dataset.html"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b></a><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><br /></span></h3><div style="text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><h3><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-multiple-choice-questions-with-answers-home.html" target="_blank"><i><span style="font-size: large;">Machine learning MCQ home page</span></i></a></h3></li><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-true-or-false-quiz-questions-home-page.html"><i><span style="font-size: large;">Machine learning TRUE / FALSE questions home page</span></i></a></h3></li></ul><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/p/quiz-questions.html" target="_blank"><i><span style="font-size: large;">Computer science engineering quiz questions and answers page</span></i></a></h3></li></ul><ul><li><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><a href="http://www.exploredatabase.com/2020/10/data-warehousing-and-mining-quiz-mcq-with-answers-solved.html" target="_blank"><i><span style="font-size: large;">Data Warehousing and Data Mining MCQ with answers home</span></i></a><br /></span></h3></li></ul><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Type of nodes in a decision tree</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Which is a decision node?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Can we have labels in internal nodes in a decision tree?</span></span></h3><h3></h3><h3><span style="font-size: x-small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span> <br /></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-54312996011520375112022-07-24T09:52:00.002+05:302022-08-15T11:24:17.332+05:30Natural Language Processing MCQ - Impact of FALSE POSITIVE on precision<h1 style="text-align: justify;"><span style="font-size: small;"><span style="font-weight: normal;">Multiple
choices questions in NLP, Natural Language Processing solved MCQ,
Accuracy and precision, How does high false positive value affect precision of the prediction system? false positive is type I error, Why does a prediction system with high false positives ends up with low precision?</span></span></h1><h2 style="text-align: center;"><u>Natural Language Processing MCQ - Impact of FALSE POSITIVE on the system's precision mesure</u></h2><p style="text-align: left;">
</p><div align="center">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: left;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"> <a href="https://www.exploredatabase.com/2022/08/natural-language-processing-multiple-choice-questions-hmm-is-a-generative-model.html">Next ></a></span></b><span style="font-size: large;"><br /></span></p>
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mso-tstyle-colband-size:0;
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mso-border-themecolor:text1;
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mso-hansi-font-family:Calibri;
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
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mso-hansi-font-family:Calibri;
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<h3 style="line-height: 150%; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; font-weight: normal; line-height: 150%;">1. A classifier
that makes a lot of FALSE POSITIVEs will have ________.</span></h3>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Low recall</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Low precision</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) High recall</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) High precision</span></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 13pt; line-height: 150%; mso-bidi-font-size: 12.0pt;">Answer:
<span style="color: #00b050;">(b) Low precision</span></span></u></b></p>
<h3 style="line-height: 150%; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;"><u>What is False Positive (FP)?</u></span></i></b></h3>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">False positive is when the system (classifier) incorrectly
classifies a wrong event as correct (positive) class. In other words, how
many negative cases get incorrectly identified as positive. It is also
referred as TYPE I error.</span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">Let us assume that we have developed a house alarm security system
to automatically detect the presence of intruders. FALSE POSITIVE is, your
alarm goes off when there is no intruder.</span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">Few other examples;</span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"></p><ul><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">A diagnosis system detects that a patient is affected with a
disease which he actually not.</span></i></b></li><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">A fire alarm system alarms when actually there is no fire.</span></i></b></li><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">A financial system detects suspicious transactions which are
actually genuine.</span></i></b></li></ul><p></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;"> </span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">PRECISION is calculated as follows;</span></i></b></p>
<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">Precision = TP / (TP + FP)</span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; tab-stops: 68.6pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">If the system detects more FPs, it lowers the PRECISION of the
underlying system.</span></i></b><span style="color: #0070c0;"> </span><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;">Hence, while building classification models, you may have to choose
to build models with lower false positives if a high precision score is desirable
as per your requirements.<span style="mso-tab-count: 1;"> </span></span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #c00000; font-family: "Book Antiqua","serif"; font-size: 12pt; line-height: 150%;"> </span></i></b></p>
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<span style="font-size: x-large;"><span style="font-family: "book antiqua" , "serif"; line-height: 115%;"><span style="font-size: small;"><b>*****************</b><u><b> <br /></b></u></span></span></span></div><div class="MsoNormal" style="margin-top: 10pt; text-align: justify;"><span style="font-size: x-large;"><span style="font-family: "book antiqua" , "serif"; line-height: 115%;"><span style="font-size: small;"><u><b>Related links:</b></u></span> <br /></span></span></div><div class="MsoNormal" style="margin-top: 10pt; text-align: justify;"><ul><li><h3><span style="font-size: medium;"><span style="font-family: "book antiqua" , "serif"; line-height: 115%;">Go to <a href="http://www.exploredatabase.com/2020/04/notes-on-natural-language-processing.html">Natural Language Processing home</a> page</span></span></h3></li></ul></div><span style="font-size: medium;">
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<span style="font-family: "book antiqua" , "serif"; font-size: medium; line-height: 115%;"><span>Go to <a href="http://www.exploredatabase.com/2020/04/natural-language-processing-glossary.html">Natural Language Processing - Glossary</a></span></span></h3></li></ul></div><span style="font-size: medium;">
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<span style="font-family: "book antiqua" , "serif"; font-size: medium; line-height: 115%;"><span>Go to <a href="http://www.exploredatabase.com/2020/04/multiple-choice-questions-in-natural-language-processing-home.html">NLP - MCQ Quiz Home</a> page</span></span></h3></li></ul></div><h3>
</h3></div><span style="font-size: medium;">
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<![endif]--><h4 style="text-align: left;">
<span style="font-size: xx-small;"><span style="font-weight: normal;">Top interview questions in NLP</span></span></h4>
<h4 style="text-align: left;">
<span style="font-size: xx-small;"><span style="font-weight: normal;">NLP quiz questions with answers explained</span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">What is the impact of high false positive in precision ?</span></span></h4><h3 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">When do we need to reduce the detection of false positives in a prediction system?</span></span></h3><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">When you like to have high precision what should be the value of false positive recognitions? <br /></span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">NLP
Solved MCQ, Natural language processing solved mcq, language model solved mcq, perplexity solved mcq, nlp solved exercises</span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">False positives and high precision are inversely proportiional</span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">List few examples of false positive recognition</span></span> </h4>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-12978330495661237562022-07-23T13:14:00.002+05:302022-08-13T21:00:18.416+05:30Data structures and algorithms cheat sheet - Sorting algorithms comparison<h1 style="text-align: justify;"><span style="font-weight: normal;"><span style="font-size: small;">Data structures and algorithms cheat sheet, sorting algorithms quick reference, comparison of sorting algorithms on auxiliary space used, sorting algorithms cheat sheet, stable vs in-place vs comparison sorting algorithms quick reference</span></span></h1><p> </p><p><!--[if gte mso 9]><xml>
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</p><h2 class="MsoNormal" style="line-height: 150%; margin: 6pt 0in; text-align: center;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"><u>Sorting algorithms - A comparison</u></span><br /></h2>
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<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Average</span></b></p>
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<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Worst</span></b></p>
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<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Total</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; height: 58.1pt; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Auxiliary</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; height: 58.1pt; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Min</span></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; height: 58.1pt; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p align="center" class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: center;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Max</span></b></p>
</td>
</tr>
<tr style="mso-yfti-irow: 2;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Bubble sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(1)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n(n-1)/2
</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n(n-1)/2</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><a href="https://www.exploredatabase.com/2018/03/selection-sort-algorithm-in-data-structures.html" target="_blank"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Selection sort</span></i></b></a></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(1)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n(n-1)/2</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n(n-1)/2</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 4;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Insertion sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(1)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n-1</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n(n-1)/2</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 5;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Merge sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n*log<sub>
2 </sub>n</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n*log<sub>
2 </sub>n</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 6;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Quick sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(1)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes
</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n*log<sub>2</sub>n<span style="mso-spacerun: yes;"> </span></span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n(n-1)/2</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 7;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Heap sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(1)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n*log<sub>2</sub>n</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n*log<sub>2</sub>n</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 8;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Bucket sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n+k)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n+k)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n<sup>2</sup>)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n+k)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;"> </span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td colspan="2" style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 1.75in;" valign="top" width="168">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Depends
on the algorithm used to sort the elements in each bucket</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 9;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Radix sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(nk)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(nk)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(nk)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n+k)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;"> </span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td colspan="2" style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 1.75in;" valign="top" width="168">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">NA</span></p>
</td>
</tr>
<tr style="mso-yfti-irow: 10; mso-yfti-lastrow: yes;">
<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 68.9pt;" valign="top" width="92">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #00b050; font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Shell sort</span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 51.6pt;" valign="top" width="69">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 55.9pt;" valign="top" width="75">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log<sup>2</sup>n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n
log<sup>2</sup>n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 40.5pt;" valign="top" width="54">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(n)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">O(1)</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 49.5pt;" valign="top" width="66">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">No</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 45.0pt;" valign="top" width="60">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Yes</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">n*log<sub>2</sub>n</span></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt; width: 63.0pt;" valign="top" width="84">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;"> </span></p>
</td>
</tr>
</tbody></table>
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<![endif]--></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><u><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">Notations
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<ul style="text-align: left;"><li><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"><span style="color: #2b00fe;"><b>n</b></span> refers to <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">number
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<ul style="text-align: left;"><li><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"><span style="color: #2b00fe;"><b>k</b></span> in Bucket sort
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length</i></b> of the input elements. </span></li></ul><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"> </span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><u><b><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">Auxiliary</span></b><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"> <b>Space</b></span></u></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">is the temporary
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size.</span></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"> </span></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">is the total space
used by your algorithm to solve the problem, with respect to input size. Note
that the Space Complexity <i>includes</i> input size.</span></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"> </span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><u><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">In-place
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">A sorting algorithm
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</span></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><u><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">Comparison
sorting algorithm</span></b></u></p>
<span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin;">Any sort algorithm using
comparisons between keys (elements), and nothing else about the keys, to
arrange items in a predetermined order (ascending or descending). The predetermined
sorted order is determined by a sequence of comparisons between pairs of
elements.</span> <p></p><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"><br /></span></p><p class="MsoNormal" style="line-height: 150%; margin: 6pt 0in; text-align: center;"><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">********************<br /></span></p><p><u><b>Related links</b></u></p><div class="MsoNormal" style="margin: 6pt 0in; text-align: justify;">
<span style="font-size: large;"><span style="font-family: "Book Antiqua","serif";">Go to <a href="http://www.exploredatabase.com/2018/02/sorting-algorithms-and-programs-in-data-structures.html">Sorting algorithms and programs</a> page</span></span></div>
<div class="MsoNormal" style="margin: 6pt 0in; text-align: justify;">
<span style="font-size: large;"><span style="font-family: "Book Antiqua","serif";">Go to <a href="http://www.exploredatabase.com/2018/02/time-complexity-of-sorting-algorithms-big-oh-notation.html">Time complexity of sorting algorithms</a> page</span></span></div><div class="MsoNormal" style="margin: 6pt 0in; text-align: justify;"><span style="font-size: large;"><span style="font-family: "Book Antiqua","serif";">Go to <a href="https://www.exploredatabase.com/2018/01/data-structures-concepts-tutorials-solved-exercises-using-c.html">Data structures</a> home page <br /></span></span></div><p> </p><p></p><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Sorting algorithm comparison on time and space complexity</span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Sorting algorithm comparison on stability, and auxiliary space usage</span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Data structures and algorithms cheat sheet</span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Sorting algorithms quick reference </span></span></h4><h4 style="text-align: left;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Comparison of sorting algorithms in DSA on space utilized</span></span></h4>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-69710235818430039142022-07-21T18:38:00.005+05:302022-07-26T19:30:31.239+05:30Machine Learning MCQ - Cost function of logistic regression is convex<h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;"> Interview questions on machine learning, quiz questions for data scientist answers explained, what is the cost function of logistic regression? Why the cost function used in linear regression cannot be used in logistic regression? Why the cost function of logistic regression is convex?</span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - Cost function of logistic regression is convex</u></h2><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/Machine-learning-mcq-methods-to-stop-overfitting-in-training-data-neural-net.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><a href="https://www.exploredatabase.com/2022/07/machine-learning-mcq-type-of-nodes-that-a-decision-tree-has.html"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b></a><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span></h3><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"><!--[if gte mso 9]><xml>
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<![endif]--></span></span></h3><p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. Which of the
following statements about logistic regression are correct?<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Logistic
regression uses the squared error as the loss function<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Logistic
regression assumes that each class’s points are generated from a Gaussian
distribution<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) The cost
function of logistic regression is concave<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) The cost
function of logistic regression is convex<o:p></o:p></span></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(d) The cost function of logistic regression is convex<o:p></o:p></span></span></i></b></p>
<h4 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><br /></span></i></b></h4><h4 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Gradient descent
will converge into global minimum only if the cost function is convex in the
case of logistic regression.</span></i></b></h4>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><u>Can we use the same
cost function used in linear regression for logistic regression?</u></span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">If we use the
cost function of linear regression (Mean Squared Error) in logistic
regression, we end up with a non-convex function with many local minimums. In
this case, it is very difficult to find the global minimum. This strange
outcome is due to the fact that in logistic regression we have the sigmoid
function around, which is non-linear (i.e. not a line). <o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 24px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px; text-align: left;"><span style="font-size: 14pt; text-align: justify;"> </span> </span><span style="text-align: left;"> </span></p><p><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"></span></p><p></p><div align="center"><table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184; width: 100%px;"><tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;"><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 325pt;" valign="top" width="54%"><p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;"><a href="https://www.exploredatabase.com/2022/07/Machine-learning-mcq-methods-to-stop-overfitting-in-training-data-neural-net.html"><span style="font-size: large;"><</span> Previous</a> <span style="mso-tab-count: 5;"> </span></span></b></p></td><td style="border-bottom-color: black; border-color: black currentcolor; border-left-color: initial; border-right-color: initial; border-style: solid none; border-top-color: black; border-width: 1pt medium; mso-border-bottom-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt; width: 290.172px;" valign="top" width="45%"><p align="right" class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: right;"><a href="https://www.exploredatabase.com/2022/07/machine-learning-mcq-type-of-nodes-that-a-decision-tree-has.html"><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Comic Sans MS"; font-size: 16pt; mso-bidi-font-size: 11.0pt;">Next ></span></b></a><span style="font-size: large;"><br /></span></p></td></tr></tbody></table></div><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><span style="font-weight: normal;"> </span></span><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><br /></span></h3><div style="text-align: center;"><span style="font-family: "book antiqua" , "serif"; font-size: 14pt; line-height: 28px;">************************</span></div><h3><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-multiple-choice-questions-with-answers-home.html" target="_blank"><i><span style="font-size: large;">Machine learning MCQ home page</span></i></a></h3></li><li><h3><a href="http://www.exploredatabase.com/2020/05/machine-learning-true-or-false-quiz-questions-home-page.html"><i><span style="font-size: large;">Machine learning TRUE / FALSE questions home page</span></i></a></h3></li></ul><ul style="text-align: justify;"><li><h3><a href="http://www.exploredatabase.com/p/quiz-questions.html" target="_blank"><i><span style="font-size: large;">Computer science engineering quiz questions and answers page</span></i></a></h3></li></ul><ul><li><h3 class="MsoNormal" style="line-height: 28.08px; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 28px;"><a href="http://www.exploredatabase.com/2020/10/data-warehousing-and-mining-quiz-mcq-with-answers-solved.html" target="_blank"><i><span style="font-size: large;">Data Warehousing and Data Mining MCQ with answers home</span></i></a><br /></span></h3></li></ul><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Why the cost function of logistic regression is convex?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Why can't we use the cost function of linear regression in the case of logistic regression?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">Can we use the same cost function of linear regression in logistic regression?</span></span></h3><h3><span style="font-weight: normal;"><span style="font-size: x-small;">What will happen if you use linear regression's cost function in logistic regression?</span></span></h3><h3><span style="font-size: x-small; font-weight: normal;">Machine learning solved mcq, machine learning solved mcq</span></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-38238398668261981962022-07-17T11:59:00.003+05:302022-07-17T12:14:34.154+05:30Data Structures and Algorithms MCQ - Best sorting algorithms in terms of both time complexity and auxiliary space needed <p></p><h1 style="text-align: justify;"><span style="font-size: small;"><span style="font-weight: normal;">Multiple
choices questions in DSA, Interview questions in DSA, Data Structures and Algorithms solved questions, Which sorting algorithm is best? Why heap sort is comparatively best algorithm if memory is the major concern? How much auxiliary spaces need for bubble sort, heap sort and insertion sort? Why merge sort is not a best option if memory is a major concern? </span></span></h1><h2 style="text-align: center;"><u>DSA solved MCQ - Which sorting technique is best in terms of time complexity and auxiliary space used?</u></h2><p>
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/* Style Definitions */
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{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
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mso-style-qformat:yes;
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mso-para-margin-right:0in;
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mso-para-margin-left:0in;
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mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
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mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
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mso-border-insideh-themecolor:text1;
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mso-border-insidev-themecolor:text1;
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mso-pagination:widow-orphan;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:OfficeDocumentSettings>
<o:RelyOnVML/>
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<w:PunctuationKerning/>
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<w:BreakWrappedTables/>
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<m:smallFrac m:val="off"/>
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
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mso-border-themecolor:text1;
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mso-hansi-font-family:Calibri;
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<style>
/* Style Definitions */
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{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
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mso-para-margin-right:0in;
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mso-para-margin-left:0in;
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mso-pagination:widow-orphan;
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mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
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mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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{mso-style-name:"Table Grid";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
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mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0in;
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mso-pagination:widow-orphan;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
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<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
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<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
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<w:Word11KerningPairs/>
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<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"></p><div align="center"><div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;">
<tbody><tr>
<td style="border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><u><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">Answer:</span></u></b><b><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;"> <span style="color: #00b050;">(b) Heap
sort</span><o:p></o:p></span></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">Among
the given sorting algorithms, heap sort is the best option if memory is a
real concern for you.<o:p></o:p></span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">Heap
sort uses O(1) auxiliary space (i.e., constant) since it is an in-place
sorting algorithm. Also, the worst case running complexity is O(n log n). With
a small worst-case running time and efficient space usage, heap sort is the
best option among the others. <o:p></o:p></span></i></b></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 14.0pt; line-height: 150%;">On
the other hand, merge sort takes up O(n) auxiliary space. Though the
auxiliary space requirement for both bubble and insertion sort are constant
(O(1)), the worst case time complexity
is O(n<sup>2</sup>) for both the algorithms. <o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 13.0pt; line-height: 150%; mso-bidi-font-size: 12.0pt;">Auxiliary space required<o:p></o:p></span></i></b></p>
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<td style="border-left: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-themecolor: text1; mso-border-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #0070c0; font-family: "Book Antiqua","serif"; font-size: 13.0pt; line-height: 150%; mso-bidi-font-size: 12.0pt;">Worst case time
complexity<o:p></o:p></span></i></b></p>
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<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">Heap
sort<o:p></o:p></span></i></b></p>
</td>
<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">O(1)<o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: #00b050; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">O(n log n)<o:p></o:p></span></i></b></p>
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<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">Merge
sort<o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: red; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">O(n)<o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">O(n
log n)<o:p></o:p></span></i></b></p>
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<td style="border-top: none; border: solid black 1.0pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">Bubble
sort<o:p></o:p></span></i></b></p>
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<td style="border-bottom: solid black 1.0pt; border-left: none; border-right: solid black 1.0pt; border-top: none; mso-border-alt: solid black .5pt; mso-border-bottom-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-right-themecolor: text1; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; padding: 0in 5.4pt 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">O(1)<o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="color: red; font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">O(n<sup>2</sup>)<o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">Insertion
sort<o:p></o:p></span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; text-align: justify;"><b><i><span style="font-family: "Book Antiqua","serif"; font-size: 12.0pt; line-height: 150%;">O(1)<o:p></o:p></span></i></b></p>
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<h3 style="text-align: justify;"><u><b>Related links:</b></u></h3><ul style="text-align: justify;"><li><span style="font-size: large;">Go to <a href="http://www.exploredatabase.com/2020/06/multiple-choice-questions-in-data-structures-and-algorithms-home.html">MCQ Questions and Answers on Data Structures and Algorithms</a></span></li></ul><ul style="text-align: justify;"><li><span style="font-size: large;">Go to <a href="http://www.exploredatabase.com/2020/04/practice-questions-in-data-structures-and-algorithms-home.html">TRUE/FALSE Questions and Answers in Data Structures and Algorithms</a></span></li></ul><ul style="text-align: justify;"><li><span style="font-size: large;">Go to <a href="http://www.exploredatabase.com/p/quiz-questions.html">Computer Science Engineering - Quiz Questions and Answers - Home page</a></span></li></ul><div class="MsoNormal" style="line-height: 150%; margin: 6pt 0in; text-align: justify;"><span style="font-size: x-small;">Why merge sort is not a best option if memory is a major concern for you? Merge sort is not a good option if memory is a major concern because it needs O(n) auxiliary memory space to store the merged sub-array.</span></div><h3 style="text-align: justify;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Among bubble sort, insertion sort, quick sort and heap sort, which is best option if the memory requirement is an issue? <br /></span></span></h3><h3 style="text-align: justify;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Which sorting algorithm is best with respect to the amount of auxiliary space needed? <br /></span></span></h3><h3 style="text-align: justify;"><span style="font-size: xx-small;"><span style="font-weight: normal;">Comparison of sorting algorithms in terms of the auxiliary space needed to store elements</span></span></h3><h4 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: xx-small;">DSA solved MCQ; data structures and algorithms MCQ solved questions</span></span> <br /></h4>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-80271805542576433352022-07-16T13:32:00.002+05:302023-02-28T22:32:50.342+05:30RDBMS MCQ - Referential integrity and cardinality ratio in ER model<p></p><h1 style="text-align: justify;"><span style="font-size: small;"><span style="font-weight: normal;">Multiple
choices questions in DBMS, Interview questions in RDBMS, How referential integrity and cardinality ratio are related? How do we represent referential integrity in ER diagram? How to model referential integrity using cardinality ratios in entity relationship diagram? </span></span></h1><h2 style="text-align: center;"><u>RDBMS solved MCQ - Referential integrity and cardinality ratio in entity relationship model</u></h2><p>
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</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
table.MsoTableGrid
{mso-style-name:"Table Grid";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
border:solid black 1.0pt;
mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-border-insideh:.5pt solid black;
mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
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<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
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<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
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<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
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<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
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<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
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mso-hansi-font-family:Calibri;
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/* Style Definitions */
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{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
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mso-style-qformat:yes;
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mso-para-margin-right:0in;
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mso-para-margin-left:0in;
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mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
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mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
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mso-border-insideh-themecolor:text1;
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mso-border-insidev-themecolor:text1;
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mso-pagination:widow-orphan;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:OfficeDocumentSettings>
<o:RelyOnVML/>
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<w:PunctuationKerning/>
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<w:BreakWrappedTables/>
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<m:smallFrac m:val="off"/>
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
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mso-border-themecolor:text1;
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mso-hansi-font-family:Calibri;
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. A relationship R
connecting entity sets E and F has referential integrity from E to F, i.e., the
edge connecting R and F has an arrow directed towards F. Which among the
following statements may be true?</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) R is many-to-many
from E to F</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) R is many-to-one
from E to F</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) R is many-to-one
from F to E</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) R is one-to-one
from E to F</span></p>
<div align="center">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(b) R is many-one from E to F </span>and<span style="color: #00b050;"> (d) R is one-one from E to F</span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Referential
integrity is a constraint added to a many-to-one relationship in the “one
direction.” Since a one-to-one relationship is a special case of a many-to-one
relationship, R may be one-one from E to F. </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><span style="color: #0b5394;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">While reducing ER
diagram into conceptual schemas, the primary key of the ONE side entity set will
be added as the foreign key in the MANY side (or ONE side in one-to-one
relationship) entity set.</span></i></b></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Example:</span></u></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin: 12pt 0in; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p><div class="separator" style="clear: both; text-align: center;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiAE_ArlieM79oB0sJlamHlMvWRhY7XUCLcinSQvvdq4wcPScWSj23rQSjAOfr_2EFG2mp43Za8RgBzlcIdMLwtvwBzyLSO3TARXZ3QLDAnaWvDjGcDygq98zV7Em4jFAu8ADCAhMjaULVMw1kF3Ok_013qLtlx6pW4WiEvSR3dTdJ-XUJ6AGJq-7MxsA/s869/erd1.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="277" data-original-width="869" height="127" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiAE_ArlieM79oB0sJlamHlMvWRhY7XUCLcinSQvvdq4wcPScWSj23rQSjAOfr_2EFG2mp43Za8RgBzlcIdMLwtvwBzyLSO3TARXZ3QLDAnaWvDjGcDygq98zV7Em4jFAu8ADCAhMjaULVMw1kF3Ok_013qLtlx6pW4WiEvSR3dTdJ-XUJ6AGJq-7MxsA/w400-h127/erd1.png" width="400" /></a></i></b></div><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><br /></i></b><p></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">In the ERD given above,
Teacher is on ONE side and Subject is MANY side. After converting the ERD,
the conceptual schemas are as follows;</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Teacher (<u><span style="color: #00b0f0;">ERP</span></u>, Name, Qualification, Address, Phone)</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Subject (<u>Sub_ID</u>,
Sub_Name, Syllabus, Medium, <span style="color: red;">ERP</span>)</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: red; font-family: "Book Antiqua","serif"; font-size: 12pt;">ERP</span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> in Subject is
the foreign key that refers <span style="color: #00b0f0;">ERP</span> of
Teacher.</span></i></b></p>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. Complete the
following sentence with most appropriate of the given options: “The closure of
a set of attributes is a set of ________”.</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) keys</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) attributes</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) functional
dependencies</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) candidate keys</span></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(b) attributes</span></span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The closure of a
set of attributes is a set of attributes only. </span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The <span style="mso-bidi-font-style: italic;">closure</span> of a set of <span style="mso-bidi-font-style: italic;">attributes</span> A, denoted as A<sup>+</sup>,
is the set of those <span style="mso-bidi-font-style: italic;">attributes</span>
that can be functionally determined from A. The closure is found to verify
whether the set of attributes A can be a candidate key or not.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Let us discuss
this statement with an example; consider a relation R(A, B, C, D) with a set
of functional dependencies F = {A </span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: Wingdings; font-size: 12pt; mso-ascii-font-family: "Book Antiqua"; mso-char-type: symbol; mso-hansi-font-family: "Book Antiqua"; mso-symbol-font-family: Wingdings;"><span style="mso-char-type: symbol; mso-symbol-font-family: Wingdings;">à</span></span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> B, C </span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: Wingdings; font-size: 12pt; mso-ascii-font-family: "Book Antiqua"; mso-char-type: symbol; mso-hansi-font-family: "Book Antiqua"; mso-symbol-font-family: Wingdings;"><span style="mso-char-type: symbol; mso-symbol-font-family: Wingdings;">à</span></span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> D}. Now, let us
find the closure of attribute A. [Refer “<a href="https://www.exploredatabase.com/2014/08/how-to-find-closure-of-attributes-in-DBMS.html">how to find closure</a>” for
step-by-step explanation]</span></i></b> </p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><span style="color: #2b00fe;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Steps for finding A<sup>+</sup>
</span></i></b></u></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Result = A<span style="mso-tab-count: 1;"> </span>[from trivial FD, A </span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: Wingdings; font-size: 12pt; mso-ascii-font-family: "Book Antiqua"; mso-char-type: symbol; mso-hansi-font-family: "Book Antiqua"; mso-symbol-font-family: Wingdings;"><span style="mso-char-type: symbol; mso-symbol-font-family: Wingdings;">à</span></span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> A]</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><span style="mso-tab-count: 1;"> </span>= AB<span style="mso-tab-count: 1;"> </span>[from FD, A</span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: Wingdings; font-size: 12pt; mso-ascii-font-family: "Book Antiqua"; mso-char-type: symbol; mso-hansi-font-family: "Book Antiqua"; mso-symbol-font-family: Wingdings;"><span style="mso-char-type: symbol; mso-symbol-font-family: Wingdings;">à</span></span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> B]</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 0in; margin-right: 0in; margin-top: 12.0pt; margin: 12pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Result cannot be
changed further because neither A nor B nor AB determines any other
attributes of R uniquely. So, the result is AB. That is, the closure of A is
AB which is a set of attributes from R. Hence, the statement in the question is
proved. </span></i></b></p>
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<style>
/* Style Definitions */
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{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
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mso-para-margin-right:0in;
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mso-para-margin-left:0in;
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mso-pagination:widow-orphan;
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mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
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mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
border:solid black 1.0pt;
mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-border-insideh:.5pt solid black;
mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0in;
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mso-pagination:widow-orphan;
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mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
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<![endif]--></span>
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<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
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<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
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<w:BreakWrappedTables/>
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<m:brkBinSub m:val="--"/>
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-colband-size:0;
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mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
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mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
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mso-pagination:widow-orphan;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:RelyOnVML/>
<o:AllowPNG/>
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<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
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<m:naryLim m:val="undOvr"/>
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mso-border-themecolor:text1;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
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<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
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UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
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UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
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UnhideWhenUsed="false" Name="Medium List 2"/>
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UnhideWhenUsed="false" Name="Medium Grid 3"/>
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UnhideWhenUsed="false" Name="Colorful List"/>
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UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
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<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
table.MsoTableGrid
{mso-style-name:"Table Grid";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
border:solid black 1.0pt;
mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-border-insideh:.5pt solid black;
mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
</style>
<![endif]--><!--[if gte mso 9]><xml>
<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
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<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
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<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
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<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
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<w:LsdException Locked="false" Priority="34" SemiHidden="false"
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<w:LsdException Locked="false" Priority="29" SemiHidden="false"
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UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. Suppose you have
a neural network that is overfitting to the training data. Which of the
following can fix the situation?</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Regularization</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Decrease model
complexity</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) Train less/early
stopping</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) All of the above</span></p>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;">
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<td style="border: 1pt solid black; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; padding: 0in 5.4pt;" valign="top">
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(d) All of the above</span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Overfitting
happens when your model is <span style="mso-bidi-font-style: italic;">too
complicated</span> to generalize for new data. When your model fits your training
data perfectly, it is unlikely to fit new data (test data) well.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="color: #2b00fe;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">How does
regularization help in fixing the overfitting problem?</span></i></b></u></span></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Regularization
helps to choose preferred model complexity, so that model is better at
predicting. Regularization is nothing but adding a penalty term to the
objective function and control the model complexity using that penalty term. Regularization
parameter (lambda) penalizes all the parameters except intercept so that
model generalizes the data and won’t overfit.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="color: #2b00fe;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">How does “decreasing
the model complexity” help in overcoming overfitting problem?</span></i></b></u></span></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">A model with a
high degree of complexity may be able to capture more variations in the data,
but it will also be more difficult to train and may be more prone to
overfitting. On the other hand, a model with a low degree of complexity may
be easier to train but may not be able to capture all the relevant information
in the data. [Refer <a href="https://vitalflux.com/model-complexity-overfitting-in-machine-learning/">here</a> for more]</span></i></b> <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><u><span style="color: #2b00fe;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">How does “early
stopping” prevent overfitting?</span></i></b></span></u></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Early stopping is
used to stop overfitting on training data. When a model is too eagerly
learning noise, the validation loss may start to increase during training. To
prevent this, we can simply stop the training whenever it seems the
validation loss isn't decreasing anymore. Once we detect that the validation
loss is starting to rise again, we can reset the weights back to where the
minimum occurred. This ensures that the model won't continue to learn noise
and overfit the data. [Refer <a href="https://www.kaggle.com/code/ryanholbrook/overfitting-and-underfitting">here</a> for more] <br /></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
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<h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">What is overfitting in neural network?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How to prevent overfitting in neural network in training data?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How does "early stopping" help in preventing overfitting problem?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How does "decrease in model complexity" help fighting overfitting problme in neural net?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How does "regularization" prevent overfitting in training data?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Why overfitting is considered as a serious problem? <br /></span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-size: xx-small;">Machine learning solved mcq, machine learning solved mcq</span></span></span> <br /></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-4284831018757345452022-07-13T13:27:00.004+05:302022-07-15T14:48:23.023+05:30Machine Learning MCQ - Potential problem with Sigmoid activation function<p><meta content="machine learning, learning rate, gradient descent, effect of large and small learning rates alpha, solved mcq, Interview Questions etc." name="description"></meta>
</p><h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple
choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;">
Interview
questions on machine learning, quiz questions for data scientist answers
explained, What is the potential problem with Sigmoid activation function in neural net? Which activation function causes vanishing gradient problem?
How vanishing gradient problem caused? What does Sigmoid do?
How to solve "vanishing gradient" problem in neural network?</span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - Potential problem with Sigmoid activation function in neural network</u></h2><p>
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</tbody></table>
</div>
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<style>
/* Style Definitions */
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{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
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mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
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mso-pagination:widow-orphan;
font-size:11.0pt;
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mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
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mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-colband-size:0;
mso-style-priority:59;
mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
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mso-border-insideh-themecolor:text1;
mso-border-insidev:.5pt solid black;
mso-border-insidev-themecolor:text1;
mso-para-margin:0in;
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mso-pagination:widow-orphan;
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mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
w\:* {behavior:url(#default#VML);}
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<o:RelyOnVML/>
<o:AllowPNG/>
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<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
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<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
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<w:Word11KerningPairs/>
<w:CachedColBalance/>
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<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
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/* Style Definitions */
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mso-tstyle-colband-size:0;
mso-style-noshow:yes;
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mso-para-margin-right:0in;
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mso-pagination:widow-orphan;
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mso-ascii-theme-font:minor-latin;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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mso-tstyle-colband-size:0;
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mso-style-unhide:no;
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mso-border-themecolor:text1;
mso-border-alt:solid black .5pt;
mso-border-themecolor:text1;
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mso-border-insidev-themecolor:text1;
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mso-pagination:widow-orphan;
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mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;}
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<o:RelyOnVML/>
<o:AllowPNG/>
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<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
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<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
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<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
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<w:DontBreakConstrainedForcedTables/>
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<w:Word11KerningPairs/>
<w:CachedColBalance/>
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<m:smallFrac m:val="off"/>
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<m:naryLim m:val="undOvr"/>
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<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. Which among the following
is one of the major problems with Sigmoid activation function in neural network?</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) It is convex,
and convex functions cannot solve non-convex problems</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) It does not work
well with the entropy loss function</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) Gradients are
small for values away from 0, leading to the "Vanishing Gradient"
problem for large or recurrent neural nets</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) It can have
negative values</span></p>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 1184;">
<tbody><tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0; mso-yfti-lastrow: yes;">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(c) Gradients are small for values away from 0, leading
to the "Vanishing Gradient" problem for large or recurrent neural
nets </span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The biggest
disadvantage with the Sigmoid activation function is the problem of Vanishing
Gradient. During backpropagation, on moving towards deep networks, the
gradient becomes very close to 0. So, weight doesn’t get updated much and
that leads to very slow convergence. If the gradient reaches 0, no learning
happens.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The output of
sigmoid saturates (i.e. the curve becomes parallel to x-axis) for a large
positive or large negative number. Thus, the gradient at these regions is
almost zero. During backpropagation, this local gradient is multiplied with
the gradient of this gates’ output. Thus, if the local gradient is very
small, it’ll kill the the gradient and the network will not learn. </span></i></b><span style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">[Refer <a href="https://kharshit.github.io/blog/2018/04/20/don%27t-use-sigmoid-neural-nets">here</a> for more]</span></i></span><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><br /></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><u><span style="color: #2b00fe;"><span style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Sigmoid
activation function</span></i></span></span></u></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">It is a
logarithmic function with a characteristic S shape. The output value of the
function is between 0 and 1. The main purpose of the activation function is
to maintain the output or predicted value in the particular range, which
makes the good efficiency and accuracy of the model.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"><u><span style="color: #2b00fe;">What is “vanishing
gradient” problem?</span></u> </span></i></b><span style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"></span></i></span><span style="font-weight: normal;"><span style="font-size: small;"><span><i><span style="font-family: "Book Antiqua", "serif";">[Source: <a href="https://www.engati.com/glossary/vanishing-gradient-problem">here</a>]</span></i></span></span></span> <b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"></span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The vanishing
gradient problem is essentially a situation in which a deep multilayer
feed-forward network or a recurrent neural network (RNN) does not have the
ability to propagate useful gradient information from the output end of the
model back to the layers near the input end of the model.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">When the
backpropagation algorithm advances downwards(or backward) going from the
output layer to the input layer, the gradients tend to shrink, becoming
smaller and smaller till they approach zero. This ends up leaving the weights
of the initial or lower layers practically unchanged. In this situation, the
gradient descent does not ever end up converging to the optimum. </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Vanishing
gradient does not necessarily imply that the gradient vector is all zero
(with the exception of numerical overflow). It implies that the gradients are
minuscule, which would cause the learning to be very slow.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="color: #2b00fe;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">How to solve “vanishing
gradient” problem?</span></i></b></u></span></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">“vanishing
gradient” problem can be solved by ReLU (Rectified Linear Unit) activation
function. ReLU is an activation function that generates a positive linear
output when applied to positive input values. If the input is negative, the
function will return zero.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
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<h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">What is an activation function in neural network?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Define sigmoid activation function</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How to solve "vanishing gradient" problem in neural network</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">What causes "vanishing gradient" problem?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Explain "vanishing gradient" problem in layman terms</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Why Sigmoid causes "vanishing gradient" problem? <br /></span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-size: xx-small;">Machine learning solved mcq, machine learning solved mcq</span></span></span> <br /></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-62508308761250988392022-07-10T13:58:00.004+05:302022-07-13T13:25:31.426+05:30Machine Learning MCQ - Softmax activation function for multi-class classification<p><meta content="machine learning, learning rate, gradient descent, effect of large and small learning rates alpha, solved mcq, Interview Questions etc." name="description"></meta>
</p><h1 style="text-align: justify;"><span style="color: blue;"><span style="font-size: small; font-weight: normal;"><i><b><span style="color: #2b00fe;">Multiple
choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;">
Interview
questions on machine learning, quiz questions for data scientist answers
explained, What is the use of Softmax activation function in
neural network? Which activation function used in the output layer? Which activation function is used to predict the probabilities in multi-class classification? Which is the most preferred activation function in the last layer if the problem is multi-class classification? Why do we need an activation
function in neural network?</span></i></span></h1><h2 style="text-align: center;"><u>Machine Learning MCQ - What is the use of Softmax activation function in neural network?</u></h2><p>
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mso-border-themecolor:text1;
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mso-hansi-font-family:Calibri;
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<h3 class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-size: small;"><span style="font-family: "Book Antiqua", "serif"; line-height: 150%;">1. Which of the
following functions can be used as an activation function in the output layer
if we wish to predict the probabilities of n classes (p<sub>1</sub>, p<sub>2</sub>,
…, p<sub>k</sub>) such that sum of p over all n equals to 1?</span></span></h3>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) Sigmoid</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) Rectified Linear
Unit (ReLU)</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) Tanh</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) Softmax</span></p>
<div align="center">
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(d) Softmax</span></span></i></b></p>
<h3 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The Softmax activation function is commonly used as
an activation function in the case of multi-class classification problems in
machine learning. The output of the Softmax is interpreted as the probability
of getting each class.</span></i></b></h3>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Softmax</span></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> is a mathematical function that converts
a vector of numbers into a vector of probabilities, where the probabilities
of each value are proportional to the relative scale of each value in the
vector.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The most common
use of the softmax function in applied machine learning is in its use as an
activation function in a neural network model. Specifically, the network is
configured to output N values, one for each class in the classification task,
and the softmax function is used to normalize the outputs, converting them
from weighted sum values into probabilities that sum to one. Each value in
the output of the softmax function is interpreted as the probability of
membership for each class. [Please refer <a href="https://machinelearningmastery.com/softmax-activation-function-with-python/">here</a> for more on <a href="https://machinelearningmastery.com/softmax-activation-function-with-python/">Softmax activation function</a>]</span></i></b> </p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="color: #2b00fe;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Softmax
activation function – some facts</span></i></b></u></span></p>
<ul style="text-align: justify;"><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The softmax
function outputs a vector of values that sum to 1.0 that can be interpreted
as probabilities of class membership.</span></i></b></li></ul>
<ul><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The Softmax
typically used for multi-class classification.</span></i></b></li></ul><ul><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The softmax is a non-linear activation function. <br /></span></i></b></li></ul>
<ul style="text-align: justify;"><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The Softmax is
typically used as the activation function when 2 or more class labels are
present in the class membership in the classification of multi-class
problems.</span></i></b></li></ul>
<ul style="text-align: justify;"><li><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">The Softmax is
most commonly used as an activation function for the last layer of the neural
network in the case of multi-class classification.</span></i></b></li></ul>
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<h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">What is an activation function in neural network?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Why do we need Softmax activation function in neural network - in case of multi-class classification<br /></span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Purpose of Softmax activation function in neural network</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Which activation function is used in last layer of neural network in multi-class classification problem?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Softmax is a non-linear activation functions <br /></span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-size: xx-small;">Machine learning solved mcq, machine learning solved mcq</span></span></span> <br /></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0tag:blogger.com,1999:blog-7628532110401488083.post-71494798888944184722022-07-09T11:32:00.006+05:302022-07-10T13:57:35.212+05:30Machine Learning MCQ - the role of non-linear activation functions in neural network<p><meta content="machine learning, learning rate, gradient descent, effect of large and small learning rates alpha, solved mcq, Interview Questions etc." name="description"></meta>
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choices questions in Machine learning.</span></b></i></span><i><span style="font-size: small;">
Interview
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mso-tstyle-colband-size:0;
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<h1 class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">1. In neural
networks, what is the role of nonlinear activation functions such as sigmoid, tanh,
and ReLU?</span></h1>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">a) They speed up
the gradient calculation in backpropagation, as compared to linear units</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">b) They help to
learn nonlinear decision boundaries</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">c) They always
output values between 0 and 1</span></p>
<p class="MsoNormal" style="line-height: 150%; margin-bottom: 6.0pt; margin-left: .5in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in 6pt 0.5in; text-align: justify;"><span style="font-family: "Book Antiqua","serif"; font-size: 14pt; line-height: 150%;">d) All of the above</span></p>
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<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><u><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Answer:</span></u></i></b><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> <span style="color: #00b050;">(b) They help to learn nonlinear decision boundaries</span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Non-linear
activation functions such as ReLU, Tanh, and Sigmoid can help the network
learn complex data, compute and learn almost any function representing a
question, and provide accurate predictions.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">A neural network
must be able to take any input from -infinity to +infinity, but it should be
able to map it to an output that ranges between {0,1} or between {-1,1} in
some cases - thus the need for activation function. Non-linearity is needed
in activation functions because its aim in a neural network is to produce a
nonlinear decision boundary via non-linear combinations of the weight and
inputs.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h2 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><span style="color: #2b00fe;"><u><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">What is an
activation function?</span></i></b></u></span></h2>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">An activation
function in a neural network defines how the weighted sum of the input is
transformed into an output from a node or nodes in a layer of the network. Activation
functions in general are used to convert linear outputs of a neuron into
nonlinear outputs, ensuring that a neural network can learn nonlinear
behavior.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h2 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><u><span style="color: #2b00fe;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Why do we need an
activation function in neural network?</span></i></b></span></u></h2>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Without
activation function, weight and bias would only have a linear transformation,
or neural network is just a linear regression model, a linear equation is
polynomial of one degree only which is simple to solve but limited in terms
of ability to solve complex problems or higher degree polynomials.<span style="mso-spacerun: yes;"> </span></span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">On the other hand,
with activation function added to neural network executes the non-linear
transformation to input and make it capable to solve complex problems such as
language translations and image classifications.</span></i></b></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;"> </span></i></b></p>
<h2 class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><u><span style="color: #2b00fe;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Why non-linear
activation functions used in the hidden layer of neural network?</span></i></b></span></u></h2>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 6.0pt; margin-left: 0in; margin-right: 0in; margin-top: 6.0pt; margin: 6pt 0in; text-align: justify;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Book Antiqua","serif"; font-size: 12pt;">Differentiable non-linear
activation functions are used in the hidden layers of a neural network. This
allows the model to learn more complex functions than a network trained using
a linear activation function. This helps to get access to a much richer
hypothesis space that would benefit from deep representations</span></i></b></p>
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<h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">What is an activation function in neural network?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Why do we need an activation function in neural network</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Purpose of activation functions ReLU, Sigmoid, and Tanh in neural network</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">How does activation function helps learning complex things through neural network?</span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;">Why non-linear activation functions used in the hidden layer of neural network? <br /></span></span></h3><h3 style="text-align: left;"><span style="font-weight: normal;"><span style="font-size: x-small;"><span style="font-size: xx-small;">Machine learning solved mcq, machine learning solved mcq</span></span></span></h3>K Saravanakumar Vellore Institute of Technologyhttp://www.blogger.com/profile/10369600808706860889noreply@blogger.com0