[MXML-2-07] Decision Trees [7/14] - CART algorithms for classification [3]
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YouTubemeanxai
[MXML-2-07] Decision Trees [7/14] - CART algorithms for classification [3]
In this video, we implement a CART-based Decision Tree Classifier completely from scratch using Python and NumPy. Starting from the Gini index and information gain, we recursively build a binary tree, generate optimal split points, assign majority class labels to leaf nodes, and perform predictions on test samples. We also visualize and compare ...
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