cluster_variables: Creates a cluster tree from numeric features

In triplot: Explaining Correlated Features in Machine Learning Models

Description

Creates a cluster tree from numeric features and their correlations.

Usage

cluster_variables(x, ...)

## Default S3 method:
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")

triplot documentation built on July 13, 2020, 5:08 p.m.