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Sunday, 6 June 2021

Machine Learning Multiple Choice Questions with Answers 28

Top 3 Machine Learning Quiz Questions with Answers explanation, Interview questions on machine learning, quiz questions for data scientist answers explained, machine learning exam questions, question bank in machine learning, subset selection, overfitting, SVM classifier, slack variables, generative models, generative models can be used for classification

Machine learning Quiz Questions - Set 28


1. Which of the following is true about generative models?

a) They capture the joint probability

b) The perceptron is a generative model

c) Generative models can be used for classification

d) They capture the conditional probability

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2. Which of the following are true about subset selection?

a) Subset selection can substantially decrease the bias of support vector machines

b) Ridge regression frequently eliminates some of the features

c) Finding the true best subset takes exponential time

d) Subset selection can reduce overfitting

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3. What can help to reduce overfitting in an SVM classifier?

a) High-degree polynomial features

b) Setting a very low learning rate

c) Use of slack variables

d) Normalizing the data

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