Data Science, Machine Learning, Statistics, Deep Dives, Probability.
20%, and so on. So if we draw this, we'd have a straight line: A perfectly calibrated model. Image by author. Furthermore, a calibration curve allows us to compare several models. For example, if we want to deploy a well-calibrated model into production, we might train several models and then