Probability, Calibration, Machine Learning, Data Science, Model Tuning.
of an accident. In response to this feedback, our initial instinct was to rely on the predict_proba method for our model’s assessment of the likelihood of an accident. However, upon closer examination, we realized that this score did not truly represent a probability. For instance, if we assume a