GMMartificialData: Example data an artificial Gaussian mixture.

GMMartificialDataR Documentation

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)

opdisDownsampling documentation built on June 22, 2024, 10:46 a.m.