dist_mdp {distanceHD} | R Documentation |
Maximal data piling (MDP) distance between two groups
Description
Calculate the MDP (maximal data piling) distance between two groups in a high-dimensional space (d > n), with support for a single-member cluster. It also works in low-dimensional settings.
Usage
dist_mdp(x, group)
Arguments
x |
|
group |
|
Value
A numeric value of distance
Author(s)
Jeongyoun Ahn <jyahn@kaist.ac.kr>
Examples
data(leukemia)
group = leukemia$Y # 38 patients status with a value of 1 or 2
x = leukemia$X # 38 x 3051 genes
# apply the function
dist_mah(x, group) # 26.8
[Package distanceHD version 1.2 Index]