Fast Ica.Components Property
Gets the estimated unmixing matrix (components_) with dimensions (nComponents × nFeatures).
Definition
Namespace: Numerics.NET.Statistics.Multivariate
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.5
C#
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.5
public Matrix<double> Components { get; }
Property Value
Matrix<Double>Remarks
The unmixing matrix represents the linear transformation from observed mixed signals to independent sources: S = (X - μ)·Wᵀ, where X is the observed data, μ are the means, W is the unmixing matrix, and S are the extracted sources.
Each row of W represents the coefficients (weights) for extracting one independent component from the centered observations.
This property corresponds to sklearn's components_ attribute.
Exceptions
Invalid | Thrown if accessed before calling Fit(). |