ArxCafe / ML Engineering / Layer 0 / Part 4 / Overfitting as Multiple Comparisons

Book 0 · Part 4

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Overfitting as Multiple Comparisons

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Core idea

Trying many models/thresholds/hyperparameters inflates your chance of “winning” by noise.

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