uqlm.calibration.score_calibrator#

Score calibration module for uncertainty quantification confidence scores.

This module provides calibration methods to transform raw confidence scores into better-calibrated probabilities using Platt Scaling and Isotonic Regression.

Classes

ScoreCalibrator([method])

A class for calibrating confidence scores using Platt Scaling or Isotonic Regression.