IsotonicCalibrator Class

Reference

Definition

Namespace:: Microsoft.ML.Calibrators

Assembly:: Microsoft.ML.Data.dll

Package:: Microsoft.ML v3.0.1

Package:: Microsoft.ML v1.0.0

Package:: Microsoft.ML v1.1.0

Package:: Microsoft.ML v1.2.0

Package:: Microsoft.ML v1.3.1

Package:: Microsoft.ML v1.4.0

Package:: Microsoft.ML v1.5.5

Package:: Microsoft.ML v1.6.0

Package:: Microsoft.ML v1.7.0

Package:: Microsoft.ML v2.0.0

Important

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The isotonic calibrator.

public sealed class IsotonicCalibrator : Microsoft.ML.Calibrators.ICalibrator

type IsotonicCalibrator = class
    interface ICalibrator

Public NotInheritable Class IsotonicCalibrator
Implements ICalibrator

Inheritance: Object
IsotonicCalibrator

Implements: ICalibrator

Remarks

The function that is implemented by this calibrator is: P(x) =

Values[i], if Mins[i] <= x <= Maxes[i]
Linear interpolation between Values[i] and Values[i+1], if Maxes[i] < x < Mins[i+1]
Values[0], if x < Mins[0]
Values[n], if x > Maxes[n]

Fields

Maxes	Upper borders of PAV intervals.
Mins	Bottom borders of PAV intervals.
Values	Values of PAV intervals.

Methods

PredictProbability(Single)

Given a classifier output, produce the probability.

Applies to

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