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VisualizationsClassical Machine Learning

Validation Curve

Drag a decision tree's depth from 1 to 20. The training score climbs to 100%, but the validation score peaks and then falls as the tree grows too complex.

The Model Complexity Dial

Drag the tree depth up. Watch both scores as the model grows more complex.

Training ScoreValidation Score
Tree Depth: 1
Train Score
72%
Validation Score
70%
Zone
Too Simple
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