Binning Binary Classification Model¶

class caliber.binary_classification.binning.histogram_binning.base.HistogramBinningBinaryClassificationModel(n_bins=10, min_prob_bin=0.0)[source]¶

fit(probs, targets)¶

predict(probs)¶

Return type:: ndarray

predict_proba(probs)¶

Return type:: ndarray

class caliber.binary_classification.binning.histogram_binning.smooth.IterativeSmoothHistogramBinningBinaryClassificationModel(n_bins=10, split=0.8, seed=0, smoothness=0.1, max_rounds=1000)[source]¶

fit(probs, targets, groups=None)[source]¶

predict(probs, groups=None)[source]¶

Return type:: ndarray

predict_proba(probs, groups=None)[source]¶

Return type:: ndarray