mchp

PURPOSE

Maximum Clusterability Hyperplane (inherits from HP class)

This is a script file.

Maximum Clusterability Hyperplane (inherits from HP class)

This function calls:

binAssign Assigns true cluster label (labels) of each observation to the element of the binary partition (clusters = {1,2}^n) that contains the majority of its observations
hp Class implementing generic hyperplane interface
success_ratio Quantifies accuracy with which a binary partition splits data containing two or more clusters
f_mc Variance ratio clusterability and split point along unit-length (v)
mc_v0 Default projection vector for maximum clusterability projection pursuit
mchp Maximum Clusterability Hyperplane (inherits from HP class)
mcpp Maximum Clusterability Projection Pursuit (MCPP) algorithm
fgt_kde Interface to improved Fast Gauss Transform to compute one-dimensional KDE with Gaussian kernels

This function is called by: