Data Science, Machine Learning, Statistics, Deep Dives, Probability.
uncalibrated scores to calibrated probabilities. We must use a new set of observations to fit the second model. Otherwise, we’ll introduce bias in the model. There are two widely used methods: Platt’s method and Isotonic regression. Platt’s method is recommended when the data is small. In contrast,