estimate_EHUM {SCOR}

Empirical Hyper Volume Under Manifolds

Description

An estimator of Hyper Volume Under Manifolds

Usage

estimate_EHUM(beta, labels, x_mat)

Arguments

beta

The parameter we measure EHUM based on.

labels

The labels of the Columns of the data matrix.

x_mat

The Data Matrix

Value

Empirical Hyper-volume Under Maniforlds Estimate

Examples

estimate_EHUM(rep(1, 12), colnames(AL), AL)


estimate_EHUM(1:10 , sample(c( rep("lab1", 10), rep("lab2", 10), rep("lab3", 10))),
matrix(rnorm(300), nrow = 10))