Probability, Calibration, Machine Learning, Data Science, Model Tuning.
evaluate the effectiveness of the calibration process, one commonly used metric is the Brier score, also known as the mean squared error. This metric measures the average squared difference between the predicted probabilities and the actual outcomes for a set of predictions. A lower Brier score