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Machine Learning Practice · End Term · 13 Sept 2026 · May 2026 term

Question 26: Select the correct statements regarding the following co…

Question 26

+4 marksOne or more correct options

Select the correct statements regarding the following code snippet:

Select all that apply.

  1. A

    model2 is more likely to have a lower bias and higher variance compared to model1.

  2. B

    Increasing the value of C allowed model2 to penalize misclassification errors more strongly.

  3. C

    model1 must always perform better on the test set because it has lower training accuracy.

  4. D

    The gamma parameter has no effect because the kernel is already set to 'rbf'.

Show answer

Correct answers

  • A

    model2 is more likely to have a lower bias and higher variance compared to model1.

  • B

    Increasing the value of C allowed model2 to penalize misclassification errors more strongly.

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Question 26 of 30 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 13 Sept 2026, in the May 2026 term (Machine Learning Practice 13 Sep 26). It carries 4 marks.

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