generateSim: Generate Simulations

In SSOSVM: Stream Suitable Online Support Vector Machines

Description

Generate simple simulations for testing of the algorithms.

Usage

generateSim(NN = 10^4, DELTA = 2, DIM = 2, seed = NULL)

Arguments

NN	Number of observations. Default is 10^4
DELTA	Separation of three groups in standard errors. Default is 2.
DIM	Number of dimensions in data. Default is 2.
seed	Random seed if desired.

Value

A list containing:

XX	Coordinates of the simulated points.
YY	Cluster membership of the simulated points.
YMAT	YY and XX Combined as a single matrix.

Examples

#100 points of dimension 4.
generateSim(NN=100, DELTA=2, DIM=4)

SSOSVM documentation built on May 6, 2019, 5:01 p.m.