CalibratedModelParametersBase<TSubModel,TCalibrator> Class
Important
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Class for allowing a post-processing step, defined by Calibrator, to SubModel's output.
C#
public abstract class CalibratedModelParametersBase<TSubModel,TCalibrator> : Microsoft.ML.Calibrators.CalibratedModelParametersBase where TSubModel : class where TCalibrator : class, ICalibratortype CalibratedModelParametersBase<'SubModel, 'Calibrator (requires 'SubModel : null and 'Calibrator : null and 'Calibrator :> ICalibrator)> = class
inherit CalibratedModelParametersBasePublic MustInherit Class CalibratedModelParametersBase(Of TSubModel, TCalibrator)
Inherits CalibratedModelParametersBase- TSubModel
Type being calibrated.
- TCalibrator
Type used to calibrate.
- Inheritance
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.
| Calibrator |
Calibrator is used to post-process score produced by SubModel. |
|
Sub |
SubModel's output would calibrated by Calibrator. |
| Product | Versions |
|---|---|
| ML.NET | 1.0.0, 1.1.0, 1.2.0, 1.3.1, 1.4.0, 1.5.0, 1.6.0, 1.7.0, 2.0.0, 3.0.0, Preview, 4.0.0 |