getCluster: Get variable cluster from (s)PCA, (s)PLS or block.(s)PLS
In timeOmics: Time-Course Multi-Omics data integration

Description Usage Arguments Details Value See Also Examples

This function returns the cluster associated to each feature from a mixOmics object.

1	getCluster(X)

`X`	an object of the class: `pca`, `spca`, `pls`, `spls`, `block.pls` or `block.spls`

For each feature, the cluster is assigned according to the maximum contribution on a component and the sign of that contribution.

A data.frame containing the name of feature, its assigned cluster and other information such as selected component, contribution, sign, ...

selectVar

demo <- suppressWarnings(get_demo_cluster())
pca.cluster <- getCluster(demo$pca)
spca.cluster <- getCluster(demo$spca)
pls.cluster <- getCluster(demo$pls)
spls.cluster <- getCluster(demo$spls)
block.pls.cluster <- getCluster(demo$block.pls)
block.spls.cluster <- getCluster(demo$block.spls)