Data Science, Machine Learning, Statistics, Deep Dives, Probability.
author. You can see that the calibration curve looks highly distorted: the fraction of positives (y-axis) is far from its corresponding mean predicted value (x-axis); furthermore, the model doesn’t even produce values along the full 0.0 to 1.0 axis. Even at a sample size of 1000,000, the curve