What is overfitting? Train/validation/test split.

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Accepted Answer

Overfitting Model memorizes training noise—great train accuracy, poor test. Fight with more data, regularization, simpler model, cross-validation. Train/val/test split or k-fold CV Early stopping on val loss Val set tunes hyperparams; test set once at end.