Machine Learning Practice, End Term

January 2026 term, 10 May 2026, Set 1

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Question 1

+4−0Single correctInstructions

Which variant of the Naive Bayes Classifier will be most suitable to predict the Gender in the given dataset?

Select one option

• A.

  CategoricalNB

• B.

  BernoulliNB

• C.

  MultinomialNB

• D.

  GaussianNB

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Which variant of the Naive Bayes Classifier will be most suitable to predict the Gender in the given dataset? Which variant of the Naive Bayes Classifier will be most suitable to predict the Gender in the given dataset? Consider the following time series analysis code: In the above code, what is the primary role of the parameter d=1 in order=(1,1,1)? Consider the following time series analysis code: In the following question, an Assertion (A) is followed by a Reason (R). Choose the correct option from the choices given below: Assertion (A): In classification problems, precision should always be maximized over recall Reason (R): Recall is independent of false negatives