skPCA {BiocSklearn}R Documentation

use sklearn PCA procedure

Description

use sklearn PCA procedure

Usage

skPCA(mat, ...)

Arguments

mat

a matrix – can be R matrix or numpy.ndarray

...

additional parameters passed to sklearn.decomposition.PCA, for additional information use py_help(SklearnEls()$sk$PCA)

Value

matrix with rotation

Note

If no additional arguments are passed, all defaults are used.

Examples

irloc = system.file("csv/iris.csv", package="BiocSklearn")
irismat = SklearnEls()$np$genfromtxt(irloc, delimiter=',')
skpi = skPCA(irismat)
getTransformed(skpi)[1:5,]

[Package BiocSklearn version 1.6.0 Index]