Perform SVD decomposition using base::svd
d.SVD(x, x.test = NULL, k = 2, nu = 0, scale = TRUE,
center = TRUE, verbose = TRUE, ...)Input matrix
Optional test set matrix. Will be projected on to SVD bases
Integer: Number of right singular vectors to compute (svd's nv)
Integer: Number of left singular vectors to compute
Logical: If TRUE, scale input data before doing SVD. Default = TRUE
Logical: If TRUE, also center input data if scale is TRUE. Default = TRUE
Logical: If TRUE, print messages to screen. Default = TRUE
Additional parameters to be passed to svd
rtDecom object
Same solution as d.PCA
Other Decomposition: d.CUR,
d.H2OAE, d.H2OGLRM,
d.ICA, d.ISOMAP,
d.KPCA, d.LLE,
d.MDS, d.NMF,
d.PCA, d.SPCA,
d.TSNE, d.UMAP