myPam: Partitioning around medoids

In mattmail/clusterAnalysis: Several tools for determining the number of clusters in a dataset

Description

This function is a wrapper to pam in the package cluster.

Usage

myPam(X, k, ...)

Arguments

X	data matrix or data frame of size n x d, n observations and d features
k	number of clusters
...	additional parameter for pam function

Value

list of 3 components:

cluster

vector of integer between 1 and k containing the allocation of each point

centers

matrix (d x k) of the centers of each cluster

predict

function predicting to which cluster an observation belongs. The prediciton is done with the k-nearest neighbours function.

mattmail/clusterAnalysis documentation built on Nov. 4, 2019, 6:18 p.m.