exposome_HCPCDS: Hierarchical clustering on principal components
In isglobal-brge/dsExposome: DataSHIELD server site Exposome functions
View source: R/exposome_HCPCDS.R
exposome_HCPCDS R Documentation
Hierarchical clustering on principal components
Description
Perform a HCPC on the PCA/FAMD of an ExposomeSet
Usage
exposome_HCPCDS(object, nb.clust)
Arguments
object
ExposomePCA Object created by the function exposome_pcaDS
nb.clust
numeric Number of clusters to find. If -1, the tree is automatically
cut at the suggested level (see details). If a (positive) integer, the tree is cut with nb.cluters clusters.
Details
The suggested partition is the one with the higher relative loss of inertia (i(clusters n+1)/i(cluster n)).
Value
Object created by FactoMineR::HCPC with the original dataset removed.
isglobal-brge/dsExposome documentation built on Feb. 20, 2023, 11:19 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
View source: R/exposome_HCPCDS.R
| exposome_HCPCDS | R Documentation |
Hierarchical clustering on principal components
Description
Perform a HCPC on the PCA/FAMD of an ExposomeSet
Usage
exposome_HCPCDS(object, nb.clust)
Arguments
object |
|
nb.clust |
|
Details
The suggested partition is the one with the higher relative loss of inertia (i(clusters n+1)/i(cluster n)).
Value
Object created by FactoMineR::HCPC with the original dataset removed.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.