fusion_cluster_path: Function to calculate the clustering path

In wenshuoliu/ncvxclustr: None-Convex Clustering Algorithm

Description

Function to calculate the clustering path

Usage

fusion_cluster_path(X, lambda, gamma, nnn, tol.nn = 0, maxiter.mm = 200,
  maxiter.cvx = 30000, tol = 1e-05)

Arguments

X	the data, with the columns being units, the rows being features
lambda	a vector of the tuning parameter
gamma	a scaler of the MCP tuning parameter
nnn	number of nearest neighbors for the preprocessing
tol.nn	nearest neighbor tolerance for the preprocessing

Value

the list of the centroids and the list their differences, for each lambda

wenshuoliu/ncvxclustr documentation built on May 4, 2019, 5:21 a.m.