PredictionEngine<TSrc,TDst> Class

Definition

Namespace:

Microsoft.ML

Assembly:

Microsoft.ML.Data.dll

Package:

Microsoft.ML v3.0.1

Class for making single predictions on a previously trained model (and preceding transform pipeline).

public sealed class PredictionEngine<TSrc,TDst> : Microsoft.ML.PredictionEngineBase<TSrc,TDst> where TSrc : class where TDst : class, new()

type PredictionEngine<'Src, 'Dst (requires 'Src : null and 'Dst : null and 'Dst : (new : unit -> 'Dst))> = class
    inherit PredictionEngineBase<'Src, 'Dst (requires 'Src : null and 'Dst : null and 'Dst : (new : unit -> 'Dst))>

Public NotInheritable Class PredictionEngine(Of TSrc, TDst)
Inherits PredictionEngineBase(Of TSrc, TDst)

Type Parameters

TSrc

TDst

Inheritance

Object

PredictionEngineBase<TSrc,TDst>

PredictionEngine<TSrc,TDst>

Remarks

This class can also be used with trained pipelines that do not end with a predictor: in this case, the 'prediction' will be just the outcome of all the transformations.

The PredictionEngine is NOT thread safe. Using it in a threaded environment can cause unexpected issues.

Properties

OutputSchema

Provides output schema. (Inherited from PredictionEngineBase<TSrc,TDst>)

Methods

Dispose()	(Inherited from PredictionEngineBase<TSrc,TDst>)
Predict(TSrc)	Run prediction pipeline on one example. (Inherited from PredictionEngineBase<TSrc,TDst>)
Predict(TSrc, TDst)	Run prediction pipeline on one example.