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GATE DA · 2025 · da

Question 55: Machine Learning

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Question 55

daMSQ2 marksNeeds review
Consider a two-class problem in

with class labels

and

. Let

and

be the means of the two classes. Given test sample

, a classifier calculates the squared Euclidean distance (denoted by

) between

and the means of the two classes and assigns the class label that the sample

is closest to. That is, the classifier computes

and assigns the label

to

if

, and

otherwise. Which of the following statements is/are correct?
Your answerSelect all correct options. You can choose more than one.

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2025da

GATE DA 2025 · Paper 1

Data Science and Artificial Intelligence · Original paper archive

Section
Section da
Question type
Multiple select (MSQ)
Marks
2 marks
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