PCA (FSharp.Stats)

PCA Type

Namespace: FSharp.Stats.ML.Unsupervised
Assembly: FSharp.Stats.dll
Parent Module: PCA
Base Type: obj
All Interfaces: IEquatable<PCA> , IStructuralEquatable , IComparable<PCA> , IComparable , IStructuralComparable

Record Field	Description
`Loadings` Full Usage: `Loadings` Field type: `Matrix<float>`	Matrix with columns representing component loadings and rows individual features. Corresponds to the attribute "rotation" of the result object of Rs prcomp() function. Field type: `Matrix<float>`
`PrincipalComponents` Full Usage: `PrincipalComponents` Field type: `Matrix<float>`	Matrix with columns representing individual principal components ("raw" principal components, projections on principal directions) and rows representing samples. Also reffered to as "scores". Corresponds to the attribute "x" of the result object of Rs prcomp() function. Field type: `Matrix<float>`
`VarExplainedByComponentCumulative` Full Usage: `VarExplainedByComponentCumulative` Field type: `vector`	Cumulative Variance explained by principal components Field type: `vector`
`VarExplainedByComponentIndividual` Full Usage: `VarExplainedByComponentIndividual` Field type: `vector`	Variance explained by principal components Field type: `vector`
`VarianceOfComponent` Full Usage: `VarianceOfComponent` Field type: `vector`	Field type: `vector`