Enum ConformalPredictionMode

Namespace

AiDotNet.Enums

Assembly

AiDotNet.dll

Defines conformal prediction calibration modes.

public enum ConformalPredictionMode

Fields

Adaptive = 2

Adaptive conformal calibration that adjusts thresholds based on confidence buckets.

CrossConformal = 1

Cross-conformal style calibration using K folds of a single calibration set.

Split = 0

Standard split conformal calibration using a single calibration set.

Remarks

Conformal prediction produces prediction sets (classification) or intervals (regression) with statistical guarantees under exchangeability. Different modes trade off compute cost, stability, and adaptivity.