mlbench.waveform {mlbench} | R Documentation |

## Waveform Database Generator (written in C)

### Description

The generated data set consists of 21 attributes with continuous
values and a variable showing the 3 classes (33% for each of 3
classes). Each class is generated from a combination of 2 of 3
"base" waves.

### Usage

mlbench.waveform(n)

### Arguments

`n` |
number of patterns to create |

### Value

Returns an object of class `"mlbench.waveform"`

with components

`x` |
input values |

`classes` |
factor vector of length `n` with target classes |

### References

Breiman, L. (1996). Bias, variance, and arcing
classifiers. Tech. Rep. 460, Statistics Department, University of
California, Berkeley, CA, USA.

### Examples

p<-mlbench.waveform(100)
plot(p)

[Package

*mlbench* version 1.0-0

Index]