PrincipalComponentAnalysis.ScoreMatrix Property

Gets the matrix of component scores.

Definition

Namespace: Numerics.NET.Statistics.Multivariate
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.2.0
C#
public Matrix<double> ScoreMatrix { get; }

Property Value

Matrix<Double>
A matrix.

Remarks

The component scores of an observation are the coefficients of the linear combination of components that result in the observation. In other words: they are the values of the observation in terms of the principal components.

From the perspective of the Principal Component Analysis as a transformation, the score matrix is the result of the transformation of the input.

This property is only available when the model is fitted. It throws an InvalidOperationException if the model is empty or deployed.

Exceptions

InvalidOperationException

The model has not been fitted. Call the Fit() method first.

See Also