AdaBoost with Decision Stumps

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Data

Linear Separable Overlapping Classes Two Moons Clear All

Training

Train AdaBoost Step (Add One Stump) Reset Weights

Statistics

Weak Learners

About

AdaBoost iteratively trains weak learners (decision stumps) and increases weights on misclassified samples. The final classifier is a weighted vote of all stumps.