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PcaCatalog Class

Definition

Collection of extension methods used by the AnomalyDetectionCatalog.AnomalyDetectionTrainers, and TransformsCatalog catalogs to create instances of Principal Component Analysis (PCA) components.

C#
public static class PcaCatalog
Inheritance
PcaCatalog

Methods

ProjectToPrincipalComponents(TransformsCatalog, String, String, String, Int32, Int32, Boolean, Nullable<Int32>)

Initializes a new instance of PrincipalComponentAnalyzer.

RandomizedPca(AnomalyDetectionCatalog+AnomalyDetectionTrainers, RandomizedPcaTrainer+Options)

Create RandomizedPcaTrainer with advanced options, which trains an approximate principal component analysis (PCA) model using randomized singular value decomposition (SVD) algorithm.

RandomizedPca(AnomalyDetectionCatalog+AnomalyDetectionTrainers, String, String, Int32, Int32, Boolean, Nullable<Int32>)

Create RandomizedPcaTrainer, which trains an approximate principal component analysis (PCA) model using randomized singular value decomposition (SVD) algorithm.

Applies to

Производ Верзије
ML.NET 1.0.0, 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