CalibratedModelParametersBase<TSubModel,TCalibrator> Class

Definition

Namespace:

Microsoft.ML.Calibrators

Assembly:

Microsoft.ML.Data.dll

Package:

Microsoft.ML v3.0.1

Class for allowing a post-processing step, defined by Calibrator, to SubModel's output.

public abstract class CalibratedModelParametersBase<TSubModel,TCalibrator> : Microsoft.ML.Calibrators.CalibratedModelParametersBase where TSubModel : class where TCalibrator : class, ICalibrator

type CalibratedModelParametersBase<'SubModel, 'Calibrator (requires 'SubModel : null and 'Calibrator : null and 'Calibrator :> ICalibrator)> = class
    inherit CalibratedModelParametersBase

Public MustInherit Class CalibratedModelParametersBase(Of TSubModel, TCalibrator)
Inherits CalibratedModelParametersBase

Type Parameters

TSubModel

Type being calibrated.

TCalibrator

Type used to calibrate.

Inheritance

Object

CalibratedModelParametersBase

CalibratedModelParametersBase<TSubModel,TCalibrator>

Remarks

For example, in binary classification, Calibrator can convert support vector machine's output value to the probability of belonging to the positive (or negative) class. Detailed math materials can be found at this paper.

Properties

Calibrator	Calibrator is used to post-process score produced by SubModel.
SubModel	SubModel's output would calibrated by Calibrator.