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 1.2.0 Index]