mlbench.waveform: 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
xinput values
classesfactor 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.