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Lecture
Decision Trees: Regression and Classification
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Feature Selection, Kernel Regression, Neural Networks Playground
Covers feature selection, kernel regression, and neural networks through exercises.
Decision and regression trees
Explores decision and regression trees, impurity measures, learning algorithms, and implementations, including conditional inference trees and tree pruning.