mdhp

PURPOSE

MDHP implements Minimum Density Hyperplane (inherits from HP class)

This is a script file.

MDHP implements Minimum Density 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
pcacomp Returns the principal components of (X) specified in vector (index)
reldepth Relative Depth
success_ratio Quantifies accuracy with which a binary partition splits data containing two or more clusters
f_md Penalised density of optimal hyperplane with normal vector (V)
fgt_kde Interface to improved Fast Gauss Transform to compute one-dimensional KDE with Gaussian kernels
mdhp MDHP implements Minimum Density Hyperplane (inherits from HP class)
mdpp Minimum Density Projection Pursuit (MDPP) algorithm

This function is called by: