Creates a cluster tree from numeric features

Source: R/group_variables.R

Creates a cluster tree from numeric features and their correlations.

cluster_variables(x, ...)

# S3 method for default
cluster_variables(x, clust_method = "complete", cor_method = "spearman", ...)

Arguments

x

dataframe with only numeric columns
...

other parameters
clust_method

the agglomeration method to be used see hclust methods
cor_method

the correlation method to be used see cor methods

Value

an hclust object

Examples

library("DALEX")
dragons_data <- dragons[,c(2,3,4,7,8)]
cluster_variables(dragons_data, clust_method = "complete")