Data Science, Machine Learning, Statistics, Deep Dives, Probability.
Non-calibrated estimators While a logistic regression is designed to produce calibrated probabilities, other models do not exhibit this property. Let’s look at the calibration plot for an AdaBoost classifier: Console output (1/1): Calibration curve for AdaBoost with different sample sizes. Image by