assignCluster: Append a Cluster Membership Variable to a Dataframe

In RcmdrMisc: R Commander Miscellaneous Functions

Append a Cluster Membership Variable to a Dataframe

Description

Correctly creates a cluster membership variable that can be attached to a dataframe when only a subset of the observations in that dataframe were used to create the clustering solution. NAs are assigned to the observations of the original dataframe not used in creating the clustering solution.

Usage

assignCluster(clusterData, origData, clusterVec)

Arguments

clusterData	The data matrix used in the clustering solution. The data matrix may have have only a subset of the observations contained in the original dataframe.
origData	The original dataframe from which the data used in the clustering solution were taken.
clusterVec	An integer variable containing the cluster membership assignments for the observations used in creating the clustering solution. This vector can be created using cutree for clustering solutions generated by hclust or the cluster component of a list object created by kmeans or KMeans.

Value

A factor (with integer labels) that indicate the cluster assignment for each observation, with an NA value given to observations not used in the clustering solution.

Author(s)

Dan Putler

See Also

hclust, cutree, kmeans, KMeans

Examples

  data(USArrests)
  USArrkm3 <- KMeans(USArrests[USArrests$UrbanPop<66, ], centers=3)
  assignCluster(USArrests[USArrests$UrbanPop<66, ], USArrests, USArrkm3$cluster)

RcmdrMisc documentation built on Sept. 27, 2023, 1:06 a.m.