Probability, Calibration, Machine Learning, Data Science, Model Tuning.
probabilities equal the observed frequencies. However, deviations from this diagonal line indicate calibration errors. If the curve is above the diagonal line, it suggests that the model tends to overestimate the probabilities of positive outcomes, while a curve below the diagonal line indicates