Data Science and Artificial Intelligence
2024 · Paper 1
Take it one question at a time. Try an answer, then check your understanding.
Complete GATE DA 2024 Paper 1 overview, original pages and practice · Timed previous-paper practice
Questions 19–21 of 65. Imported answers require review unless explicitly marked reviewed.
Question 19
Open questionDAMCQ1 markNeeds review
Euclidean distance based
-means clustering algorithm was run on a dataset of 100 points with
. If the points
and
are both part of cluster 3, then which ONE of the following points is necessarily also part of cluster 3?Your answerChoose one option.
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Open questionDAMCQ1 markNeeds review
Given a dataset with
binary-valued attributes (where
) for a two-class classification task, the number of parameters to be estimated for learning a naïve Bayes classifier isYour answerChoose one option.
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Open questionDAMCQ1 markNeeds review
Consider performing uniform hashing on an open address hash table with load factor
, where
elements are stored in the table with
slots. The expected number of probes in unsuccessful search is at most
. Inserting an element in this hash table requires at most _____ probes, on average.Your answerChoose one option.
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