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