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Confidence Calibration System for MoE Classification.

File: calibration.py

Classes

CalibrationConfig

No description

CalibrationData

No description

ConfidenceCalibrator

Validates and calibrates confidence scores to ensure 90% confidence = 90% accuracy.

Functions

get_calibrator(config)

No description

record(confidence, was_correct)

No description

get_calibration_curve()

No description

calibrate(raw_confidence)

Apply calibration to raw confidence score.

get_stats()

No description