Glossary · Math & training

Underfitting

A model or training setup has insufficient effective capacity, optimization, features, or training signal to capture useful patterns in the training data.

In practice

Diagnose data and optimization first, then consider training longer, changing features, reducing excessive regularization, or increasing suitable capacity.

Related terms

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