Package index • probcal

Scaling calibrators

cal_platt(): Platt scaling
cal_temperature(): Temperature scaling
cal_beta(): Beta calibration

Binning calibrators

cal_isotonic(): Isotonic calibration
cal_histogram(): Histogram binning calibration

Multiclass calibrators

cal_vector_scaling(): Vector scaling
cal_dirichlet(): Dirichlet calibration
cal_ovr(): One-vs-rest multiclass calibration

Metrics

ece(): Expected Calibration Error
mce(): Maximum Calibration Error
ace(): Average Calibration Error
mmce(): Maximum Mean Calibration Error

Diagnostics

reliability_diagram(): Reliability diagram

Cross-validation

cal_cv(): Cross-validated calibration

Transformations

logit(): Logit transformation
inv_logit(): Inverse logit transformation