A Expressing Popular Forms of Calibration as Distribution Matching

This can be written succinctly as Y, b Y | ( X) (18) A.2 Calibration in Classification ECE used for break ties. For each model and dataset, the best performing model is then re-run with 50 random seeds to gather information about standard errors and statistical significance. Kernel Bandwidth We select the RBF kernel bandwidth for training on each dataset using the aforementioned hyperparameter optimization. For each county, we track the weather sequence of each year into a few summary statistics for each month (average/maximum/minimum temperatures, precipitation, cooling/heating degree days). All other hyperparameters are held constant, including the number of training steps.