overfitting-definition-noise-as-signal

IN premise — entries/2026/06/21/wiki-Overfitting-chunk-1.md

Created 2026-06-21T09:55:51+00:00

Overfitting occurs when a model extracts noise (residual variation) from training data as if it were genuine structure, resulting in excellent training performance but poor generalization to unseen data.