generateABA: Generate data from 2 alternating classes

In RSSL: Implementations of Semi-Supervised Learning Approaches for Classification

Generate data from 2 alternating classes

Description

Two clusters belonging to three classes: the cluster in the middle belongs to one class and the two on the outside to the others.

Usage

generateABA(n = 100, d = 2, var = 1)

Arguments

n	integer; Number of examples to generate
d	integer; dimensionality of the problem
var	numeric; size of the variance parameter

See Also

Other RSSL datasets: generate2ClassGaussian(), generateCrescentMoon(), generateFourClusters(), generateParallelPlanes(), generateSlicedCookie(), generateSpirals(), generateTwoCircles()

Examples

data <- generateABA(n=1000,d=2,var=1)
plot(data[,1],data[,2],col=data$Class,asp=1)

RSSL documentation built on May 29, 2024, 2:38 a.m.