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ForecastingCatalog Class

Definition

Namespace:
Microsoft.ML
Assembly:
Microsoft.ML.Data.dll
Package:
Microsoft.ML v4.0.1
Package:
Microsoft.ML v1.1.0
Package:
Microsoft.ML v1.2.0
Package:
Microsoft.ML v1.3.1
Package:
Microsoft.ML v1.4.0
Package:
Microsoft.ML v1.5.5
Package:
Microsoft.ML v1.6.0
Package:
Microsoft.ML v1.7.0
Package:
Microsoft.ML v2.0.1
Package:
Microsoft.ML v3.0.1
Package:
Microsoft.ML v5.0.0-preview.1.25125.4
Source:
TrainCatalog.cs
Source:
TrainCatalog.cs
Source:
TrainCatalog.cs

Important

Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.

Class used by MLContext to create instances of forecasting components.

public sealed class ForecastingCatalog : Microsoft.ML.TrainCatalogBase
type ForecastingCatalog = class
 inherit TrainCatalogBase
Public NotInheritable Class ForecastingCatalog
Inherits TrainCatalogBase
Inheritance
ForecastingCatalog

Properties

Trainers

The list of trainers for performing forecasting.

Extension Methods

ForecastBySsa(ForecastingCatalog, String, String, Int32, Int32, Int32, Int32, Boolean, Single, RankSelectionMethod, Nullable<Int32>, Nullable<Int32>, Boolean, Boolean, Nullable<GrowthRatio>, String, String, Single, Boolean)

Singular Spectrum Analysis (SSA) model for univariate time-series forecasting. For the details of the model, refer to http://arxiv.org/pdf/1206.6910.pdf.

Applies to