Implemented the ID3 decision tree algorithm using entropy as the information gain heuristic. Improved the accuracy from 91% to 97% by employing a randomized pruning strategy.
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Anand-krishnakumar/ID3-Decision-Tree-Learning-Algorithm
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Implemented the ID3 decision tree algorithm using entropy as the information gain heuristic. Improved the accuracy from 91% to 97% by employing a randomized pruning strategy.
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