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ForecastingCatalog Class

  • Reference

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 v4.0.0-preview.24522.7
Source:
TrainCatalog.cs
Source:
TrainCatalog.cs
Source:
TrainCatalog.cs

Class used by MLContext to create instances of forecasting components.

C# 
public sealed class ForecastingCatalog : Microsoft.ML.TrainCatalogBase
Inheritance
Object
TrainCatalogBase
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

Product Versions
ML.NET 1.1.0, 1.2.0, 1.3.1, 1.4.0, 1.5.0, 1.6.0, 1.7.0, 2.0.0, 3.0.0, Preview, 4.0.0