Calibration

MODEL EVALUATION & OPTIMIZATIONWhen all models have similar accuracy, now what?12 min read·18 hours agoYou’ve trained several classification models, and so they all appear to be performing well with high accuracy scores. Congratulations!But hold...

NumpyFirst we are going to arrange the identical example from above:import numpy as np# Binary Classificationsamples = np.array()true_labels = np.array()We then define the ECE function as follows:def expected_calibration_error(samples, true_labels, M=3):# uniform binning approach with...