Machine Learning
Decision trees deep dive
Entropy/Gini, splitting, pruning, surrogate splits, tree vs rule systems.
5 lessons
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Lesson 1 of 5
Entropy vs Gini impurity
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Lesson 2 of 5
Splitting strategies
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Lesson 3 of 5
Pruning
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Lesson 4 of 5
Missing values and surrogate splits
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Lesson 5 of 5
Trees vs rule systems