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VisualizationsClassical Machine Learning

Boosting

Press Train Next Tree. Missed points grow larger so the next tree focuses on them, until four trees together get all eight points right.

Train Tree 1

Red points are the ones this tree got wrong. They grow larger, so the next tree pays them more attention.

Errors Remaining5 / 8

Points that keep getting missed grow larger with every round. The next tree is trained to care about them more than the rest.

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