Probability, Calibration, Machine Learning, Data Science, Model Tuning.
the y-axis represents the observed frequencies of the predicted outcomes. The predicted probabilities are divided into intervals or bins, and for each interval, the average predicted probability and the corresponding observed frequency of the positive outcome are calculated. Ideally, a