ClusterCVAdjusted: Estimating Number of Cluster with Gabriel Cross-validation...

Description Usage Arguments Value

View source: R/ClusterCVAdjusted.R

Description

This function uses results of ClusterCVMain function and applies an adjustment to account for high correlation between dimensions.

Usage

1
ClusterCVAdjusted(input.data, k.star, cl.assign)

Arguments

input.data
  • data matrix

k.star
  • optimized number of clusters

cl.assign
  • cluster assignment for each observation

Value

Newly adjusted data matrix to be used in ClusterCV


pangoria/clusterEstimation documentation built on Dec. 22, 2021, 6:39 a.m.