RegressionPredictionTransformer<TModel> Class
Definition
Important
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Base class for the ISingleFeaturePredictionTransformer<TModel> working on regression tasks.
public sealed class RegressionPredictionTransformer<TModel> : Microsoft.ML.Data.SingleFeaturePredictionTransformerBase<TModel> where TModel : classtype RegressionPredictionTransformer<'Model (requires 'Model : null)> = class
inherit SingleFeaturePredictionTransformerBase<'Model (requires 'Model : null)>Public NotInheritable Class RegressionPredictionTransformer(Of TModel)
Inherits SingleFeaturePredictionTransformerBase(Of TModel)Type Parameters
- TModel
An implementation of the Microsoft.ML.IPredictorProducing`1
- Inheritance
-
RegressionPredictionTransformer<TModel>
Properties
| Name | Description |
|---|---|
| FeatureColumnName |
The name of the feature column used by the prediction transformer. (Inherited from SingleFeaturePredictionTransformerBase<TModel>) |
| FeatureColumnType |
The type of the prediction transformer (Inherited from SingleFeaturePredictionTransformerBase<TModel>) |
| Model |
The model. (Inherited from PredictionTransformerBase<TModel>) |
Methods
| Name | Description |
|---|---|
| Dispose() | (Inherited from PredictionTransformerBase<TModel>) |
| GetOutputSchema(DataViewSchema) |
Schema propagation for this prediction transformer. (Inherited from SingleFeaturePredictionTransformerBase<TModel>) |
| Transform(IDataView) |
Transforms the input data. (Inherited from PredictionTransformerBase<TModel>) |
Explicit Interface Implementations
| Name | Description |
|---|---|
| ICanSaveModel.Save(ModelSaveContext) | (Inherited from PredictionTransformerBase<TModel>) |
| ITransformer.GetRowToRowMapper(DataViewSchema) |
Gets a IRowToRowMapper instance. (Inherited from PredictionTransformerBase<TModel>) |
| ITransformer.IsRowToRowMapper |
Whether a call to GetRowToRowMapper(DataViewSchema) should succeed, on an appropriate schema. (Inherited from PredictionTransformerBase<TModel>) |
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 |