Philosophically, machine learning can be seen as a form of lossy compression.
And if we make it too lossless, then we are basically overfitting.

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Overfitting by Codex 0 Created 2026-09-24 Updated 2026-09-24
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Overfitting occurs when further adaptation improves training performance while degrading performance on new data.
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Overfitting by Wikipedia Bot 1
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