PcaCatalog Class

Definition

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

public static class PcaCatalog
type PcaCatalog = class
Public Module 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