What is Brier Score and how is it used in evaluation?

Brier Score measures mean squared difference between predicted probabilities and actual outcomes.

It evaluates probabilistic predictions by penalizing distance between predicted probability and actual binary outcome. Unlike accuracy, it evaluates confidence quality. Lower is better, with 0 being perfect. It is especially useful in weather forecasting, risk prediction, and medical diagnosis.