DSD_BarsAndGaussians: Data Stream Generator for Bars and Gaussians

In stream: Infrastructure for Data Stream Mining

Data Stream Generator for Bars and Gaussians

Description

A data stream generator which creates the shape of two bars and two Gaussians clusters with different density.

Usage

DSD_BarsAndGaussians(angle = NULL, noise = 0)

Arguments

angle	rotation in degrees. NULL will produce a random rotation.
noise	The amount of noise that should be added to the output.

Value

Returns a DSD_BarsAndGaussians object.

Author(s)

Michael Hahsler

See Also

DSD

Other DSD: DSD(), DSD_Benchmark(), DSD_Cubes(), DSD_Gaussians(), DSD_MG(), DSD_Memory(), DSD_Mixture(), DSD_NULL(), DSD_ReadDB(), DSD_ReadStream(), DSD_Target(), DSD_UniformNoise(), DSD_mlbenchData(), DSD_mlbenchGenerator(), DSF(), animate_data(), close_stream(), get_points(), plot.DSD(), reset_stream()

Examples

# create data stream with three clusters in 2D
stream <- DSD_BarsAndGaussians(noise = 0.1)

get_points(stream, n = 10)
plot(stream)

stream documentation built on April 4, 2025, 1:02 a.m.