CalibratorTransformer<TICalibrator> Class
Definition
Important
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An instance of this class is the result of calling Fit(IDataView). If you pass a scored data, to the CalibratorTransformer<TICalibrator> Transform method, it will add the Probability column to the dataset. The Probability column is the value of the Score normalized to be a valid probability. The CalibratorTransformer<TICalibrator> is an instance of ISingleFeaturePredictionTransformer<TModel> where score can be viewed as a feature while probability is treated as the label.
public abstract class CalibratorTransformer<TICalibrator> : Microsoft.ML.Data.RowToRowTransformerBase, Microsoft.ML.IPredictionTransformer<TICalibrator>, Microsoft.ML.ISingleFeaturePredictionTransformer<TICalibrator>, Microsoft.ML.ITransformer where TICalibrator : class, ICalibratortype CalibratorTransformer<'ICalibrator (requires 'ICalibrator : null and 'ICalibrator :> ICalibrator)> = class
inherit RowToRowTransformerBase
interface ISingleFeaturePredictionTransformer<'ICalibrator (requires 'ICalibrator : null and 'ICalibrator :> ICalibrator)>
interface IPredictionTransformer<'ICalibrator (requires 'ICalibrator : null and 'ICalibrator :> ICalibrator)>
interface ITransformer
interface ICanSaveModelPublic MustInherit Class CalibratorTransformer(Of TICalibrator)
Inherits RowToRowTransformerBase
Implements IPredictionTransformer(Of TICalibrator), ISingleFeaturePredictionTransformer(Of TICalibrator), ITransformerType Parameters
- TICalibrator
The ICalibrator used to transform the data.
- Inheritance
- Derived
- Implements
-
ICanSaveModel IPredictionTransformer<TICalibrator> IPredictionTransformer<TModel> ISingleFeaturePredictionTransformer<TICalibrator> ITransformer
Methods
| Name | Description |
|---|---|
| GetOutputSchema(DataViewSchema) | (Inherited from RowToRowTransformerBase) |
| Transform(IDataView) | (Inherited from RowToRowTransformerBase) |
Explicit Interface Implementations
Extension Methods
| Name | Description |
|---|---|
| Append<TTrans>(ITransformer, TTrans) |
Create a new transformer chain, by appending another transformer to the end of this transformer chain. |
| CreateTimeSeriesEngine<TSrc,TDst>(ITransformer, IHostEnvironment, Boolean, SchemaDefinition, SchemaDefinition) |
TimeSeriesPredictionEngine<TSrc,TDst> creates a prediction engine for a time series pipeline. It updates the state of time series model with observations seen at prediction phase and allows checkpointing the model. |
| CreateTimeSeriesEngine<TSrc,TDst>(ITransformer, IHostEnvironment, PredictionEngineOptions) |
TimeSeriesPredictionEngine<TSrc,TDst> creates a prediction engine for a time series pipeline. It updates the state of time series model with observations seen at prediction phase and allows checkpointing the model. |
| Preview(ITransformer, IDataView, Int32) |
Preview an effect of the |