early stopping

Concept

Strategy within machine learning to avoid overfitting by stopping model training when the error flattens. Alternatively when the difference between the training and validation set increases.

Mentioned in 1 video

Videos Mentioning early stopping

Foundations of Deep Learning (Hugo Larochelle, Twitter)

Foundations of Deep Learning (Hugo Larochelle, Twitter)

Lex Fridman

A regularization technique where training is stopped when the performance on a validation set begins to degrade, preventing overfitting.