TimeSeriesPredictionEngine<TSrc,TDst>.Predict Method

Definition

Namespace:

Microsoft.ML.Transforms.TimeSeries

Assembly:

Microsoft.ML.TimeSeries.dll

Package:

Microsoft.ML.TimeSeries v3.0.1

Overloads

Predict(Nullable<Int32>, Nullable<Single>)	Forecasting only task.
Predict(TSrc, TDst)	Performs prediction. In the case of forecasting only task example can be left as null. If example is not null then it could be used to update forecasting models with new obervation. For anomaly detection the model is always updated with example.
Predict(TSrc, Nullable<Int32>, Nullable<Single>)	Performs prediction. In the case of forecasting only task example can be left as null. If example is not null then it could be used to update forecasting models with new obervation.
Predict(TSrc, TDst, Nullable<Int32>, Nullable<Single>)	Performs prediction. In the case of forecasting only task example can be left as null. If example is not null then it could be used to update forecasting models with new obervation. For anomaly detection the model is always updated with example.

Predict(Nullable<Int32>, Nullable<Single>)

Forecasting only task.

public TDst Predict (int? horizon = default, float? confidenceLevel = default);

override this.Predict : Nullable<int> * Nullable<single> -> 'Dst

Public Function Predict (Optional horizon As Nullable(Of Integer) = Nothing, Optional confidenceLevel As Nullable(Of Single) = Nothing) As TDst

Parameters

horizon

Nullable<Int32>

Number of values to forecast.

confidenceLevel

Nullable<Single>

Confidence level for forecasting.

Returns

TDst

Predict(TSrc, TDst)

Performs prediction. In the case of forecasting only task example can be left as null. If example is not null then it could be used to update forecasting models with new obervation. For anomaly detection the model is always updated with example.

public override void Predict (TSrc example, ref TDst prediction);

override this.Predict : 'Src * 'Dst -> unit

Public Overrides Sub Predict (example As TSrc, ByRef prediction As TDst)

Parameters

example

TSrc

Input to the prediction engine.

prediction

TDst

Forecasting/Prediction from the engine.

Predict(TSrc, Nullable<Int32>, Nullable<Single>)

Performs prediction. In the case of forecasting only task example can be left as null. If example is not null then it could be used to update forecasting models with new obervation.

public TDst Predict (TSrc example, int? horizon = default, float? confidenceLevel = default);

override this.Predict : 'Src * Nullable<int> * Nullable<single> -> 'Dst

Public Function Predict (example As TSrc, Optional horizon As Nullable(Of Integer) = Nothing, Optional confidenceLevel As Nullable(Of Single) = Nothing) As TDst

Parameters

example

TSrc

Input to the prediction engine.

horizon

Nullable<Int32>

Number of values to forecast.

confidenceLevel

Nullable<Single>

Confidence level for forecasting.

Returns

TDst

Prediction/Forecasting after the model has been updated with example

Predict(TSrc, TDst, Nullable<Int32>, Nullable<Single>)

Performs prediction. In the case of forecasting only task example can be left as null. If example is not null then it could be used to update forecasting models with new obervation. For anomaly detection the model is always updated with example.

public void Predict (TSrc example, ref TDst prediction, int? horizon = default, float? confidenceLevel = default);

override this.Predict : 'Src * 'Dst * Nullable<int> * Nullable<single> -> unit

Public Sub Predict (example As TSrc, ByRef prediction As TDst, Optional horizon As Nullable(Of Integer) = Nothing, Optional confidenceLevel As Nullable(Of Single) = Nothing)

Parameters

example

TSrc

Input to the prediction engine.

prediction

TDst

Forecasting/Prediction from the engine.

horizon

Nullable<Int32>

Used to indicate the number of values to forecast.

confidenceLevel

Nullable<Single>

Used in forecasting model for confidence.