OneHotHashEncodingTransformer OneHotHashEncodingTransformer OneHotHashEncodingTransformer Class

Definition

ITransformer resulting from fitting a OneHotHashEncodingEstimator.

public sealed class OneHotHashEncodingTransformer : Microsoft.ML.ITransformer
type OneHotHashEncodingTransformer = class
    interface ITransformer
    interface ICanSaveModel
Public NotInheritable Class OneHotHashEncodingTransformer
Implements ITransformer
Inheritance
OneHotHashEncodingTransformerOneHotHashEncodingTransformerOneHotHashEncodingTransformer
Implements

Methods

GetOutputSchema(DataViewSchema) GetOutputSchema(DataViewSchema) GetOutputSchema(DataViewSchema)

Schema propagation for transformers. Returns the output schema of the data, if the input schema is like the one provided.

Transform(IDataView) Transform(IDataView) Transform(IDataView)

Take the data in, make transformations, output the data. Note that IDataView are lazy, so no actual transformations happen here, just schema validation.

Explicit Interface Implementations

ICanSaveModel.Save(ModelSaveContext) ICanSaveModel.Save(ModelSaveContext) ICanSaveModel.Save(ModelSaveContext)
ITransformer.GetRowToRowMapper(DataViewSchema) ITransformer.GetRowToRowMapper(DataViewSchema) ITransformer.GetRowToRowMapper(DataViewSchema)

Constructs a row-to-row mapper based on an input schema.

ITransformer.IsRowToRowMapper ITransformer.IsRowToRowMapper ITransformer.IsRowToRowMapper

Whether a call to GetRowToRowMapper(DataViewSchema) should succeed, on an appropriate schema.

Extension Methods

Preview(ITransformer, IDataView, Int32) Preview(ITransformer, IDataView, Int32) Preview(ITransformer, IDataView, Int32)

Preview an effect of the transformer on a given data.

Append<TTrans>(ITransformer, TTrans) Append<TTrans>(ITransformer, TTrans) 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) CreateTimeSeriesEngine<TSrc,TDst>(ITransformer, IHostEnvironment, Boolean, SchemaDefinition, SchemaDefinition) 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.

Applies to