Probability, Calibration, Machine Learning, Data Science, Model Tuning.
models tend to exhibit overestimation towards zero and underestimation towards one. Additionally, many models are optimized and evaluated using binary metrics such as accuracy, which focus solely on correctness rather than certainty. Decision trees, for instance, utilize Gini impurity to make