![]() | Double |
The DoublePCA type exposes the following members.
Name | Description | |
---|---|---|
![]() | CumulativeVarianceProportions | Gets the cumulative variance proportions. |
![]() | Data | Gets the data matrix. |
![]() | Eigenvalues | Gets the eigenvalues of the covariance/correlation matrix, though the calculation is actually performed using the singular values of the data matrix. |
![]() | IsCentered | Returns true if the data supplied at construction time was shifted to be zero-centered. |
![]() | IsScaled | Returns true if the data supplied at construction time was scaled to have unit variance. |
![]() | Item | Gets the specified principal component. |
![]() | Loadings | Gets the loading matrix. Each column is a principal component. |
![]() | Means | Gets the column means of the data matrix. |
![]() | Norms | Gets the column norms (1-norm). |
![]() | NumberOfObservations | Gets the number of observations in the data matrix. |
![]() | NumberOfVariables | Gets the number of variables in the data matrix. |
![]() | Scores | Gets the score matrix. |
![]() | StandardDeviations | Gets the standard deviations of the principal components. |
![]() | VarianceProportions | Gets the proportion of the total variance accounted for by each principal component. |