Probability, Calibration, Machine Learning, Data Science, Model Tuning.
as dependable estimates of outcome likelihoods, thereby enhancing the model’s calibration. Essentially, calibration ensures that the predicted probabilities faithfully represent the genuine likelihood of events, thereby enhancing the accuracy and reliability of the model’s predictions. In data