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Module calibration

plotters_statistical::stats

Module calibration 

Source
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Calibration (reliability) binning for probabilistic classifiers.

Structs§

CalibrationBin
One reliability-diagram bin: the mean predicted probability, the observed positive frequency, and how many samples fell in the bin.

Functions§

calibration_curve
Bin predicted probabilities into n_bins equal-width bins over [0, 1] and compute the observed positive frequency in each. Empty bins are omitted. A perfectly calibrated model has every point on the y = x diagonal.