API Reference
compileml.bands
Build the risk ladder, and measure what the ladder discards.
import compileml.bands
class BandSpecFloat-space band definition produced by the builders.band_efficiency()Quantify the discrimination cost of a band ladder.governance_bands()Committee-facing bands: adjacent-band Welch t-test separation, a
within-band residual-AUC cap, and (optionally) strictly monotone PDs.monotone_quantile_bands()Quantile bands with empirical bad rates and isotonic-smoothed semantics.quantile_bands()Plain quantile (or equal-width) bands; no outcome data required.semantic_bands()Discover the maximum number of statistically separable risk bands.