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DecisionTree

11/05/2019 Update: Usage: python3 ID3.py "train file" "test file" [vanilla | prune | maxDepth] trainPercentage testPercentage depth

flags: vanilla for tree without pruning prune for tree with post pruning (reduced error pruning) maxDepth for tree without a pruning but with limited number of depth

This program will build a binary tree, so it convert all attribute to a binary one by creating a new column for every unique value in the original attribute then delete the original column.

This program will be optimize in the future

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