DSD_mlbenchGenerator: mlbench Data Stream Generator

In stream: Infrastructure for Data Stream Mining

mlbench Data Stream Generator

Description

A data stream generator class that interfaces data generators found in package mlbench.

Usage

DSD_mlbenchGenerator(method, ...)

Arguments

method	The name of the mlbench data generator. If missing then a list of all available generators is shown and returned.
...	Parameters for the mlbench data generator.

Details

The DSD_mlbenchGenerator class is designed to be a wrapper class for data created by data generators in the mlbench library.

Call DSD_mlbenchGenerator with missing method to get a list of available methods.

Value

Returns a DSD_mlbenchGenerator object (subclass of DSD_R, DSD)

Author(s)

John Forrest

See Also

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

Examples

DSD_mlbenchGenerator()

stream <- DSD_mlbenchGenerator(method = "cassini")
stream

get_points(stream, n = 5)

plot(stream, n = 500)

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