bias-variance tradeoff

The balance between underfitting and overfitting

“Understanding the bias-variance tradeoff guides model complexity decisions.”

Etymology — From French `biais` (slant) + Latin `variare` (to change) + Old English `tredan` (to tread) + `of` (away)