Probability, Calibration, Machine Learning, Data Science, Model Tuning.
these scores to calibrated probabilities. Once trained, the logistic regression model can effectively transform the raw scores into probabilities that better align with the true likelihood of class membership. If one replaces the logistic function with a sigmoid it is called sigmoid calibration. On