Question 100Asked in BEL PE Computer Science, 20 Dec 2025 (5:00 PM)In the ID3 (Iterative Dichotomiser 3) algorithm used for building Decision Trees, which of the following statements is correct?
- AID3 selects the feature with the lowest information gain at each node to maximise entropy.
- BID3 selects the feature with the highest information gain at each node to reduce uncertainty.
- CID3 splits the data randomly without considering entropy or information gain.
- DID3 can only be used for regression problems, not classification.
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Correct answer: (B) ID3 selects the feature with the highest information gain at each node to reduce uncertainty.