RandomCommittee
Package
weka.classifiers.meta
Synopsis
Class for building an ensemble of randomizable base classifiers. Each base classifiers is built using a different random number seed (but based one the same data). The final prediction is a straight average of the predictions generated by the individual base classifiers.
Options
The table below describes the options available for RandomCommittee.
Option |
Description |
|---|---|
classifier |
The base classifier to be used. |
debug |
If set to true, classifier may output additional info to the console. |
numIterations |
The number of iterations to be performed. |
seed |
The random number seed to be used. |
Capabilities
The table below describes the capabilites of RandomCommittee.
Capability |
Supported |
|---|---|
Class |
Nominal class, Missing class values, Binary class |
Attributes |
Empty nominal attributes, Date attributes, Binary attributes, Numeric attributes, Unary attributes, Nominal attributes, Missing values |
Min # of instances |
1 |