lm_polygraph.ue_metrics.isotonic_pcc module

class lm_polygraph.ue_metrics.isotonic_pcc.IsotonicPCC[source]

Bases: UEMetric

Perform leave-one-out isotonic regression calibration and measure mean squared error (MSE). For each point, fit IsotonicPCCNormalizer on all other points, then predict and compare with metric.