Probability, Calibration, Machine Learning, Data Science, Model Tuning.
scenario, we opted for isotonic regression. Despite a slight decrease in accuracy, the collaborative results were satisfactory. It’s essential to acknowledge that there are scenarios where Model Calibration May Not Be Necessary. While the main objective of model calibration is to ensure that the