GMMartificialData {opdisDownsampling}

Example data an artificial Gaussian mixture.

Description

Dataset of 30000 instances with 10 variables that are Gaussian mixtures and belong to classes Cls = 1, 2, or 3, with different means and standard deviations and equal weights of 0.5, 0.4, and 0.1, respectively.

Usage

data("GMMartificialData")

Details

Size 30000 x 10, stored in GMMartificialData$[X1,X2,X3,X4,X5,X6,X7,X8,X9,X10]

Classes 3, stored in GMMartificialData$Cls

Examples

data(GMMartificialData)
str(GMMartificialData)