Vote
Package
weka.classifiers.meta
Synopsis
Class for combining classifiers. Different combinations of probability estimates for classification are available.
For more information see:
Ludmila I. Kuncheva (2004). Combining Pattern Classifiers: Methods and Algorithms. John Wiley and Sons, Inc..
J. Kittler, M. Hatef, Robert P.W. Duin, J. Matas (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(3):226-239.
Options
The table below describes the options available for Vote.
Option |
Description |
|---|---|
classifiers |
The base classifiers to be used. |
combinationRule |
The combination rule used. |
debug |
If set to true, classifier may output additional info to the console. |
preBuiltClassifiers |
The pre-built serialized classifiers to include. Multiple serialized classifiers can be included alongside those that are built from scratch when this classifier runs. Note that it does not make sense to include pre-built classifiers in a cross-validation since they are static and their models do not change from fold to fold. |
seed |
The random number seed to be used. |
Capabilities
The table below describes the capabilities of Vote.
Capability |
Supported |
|---|---|
Class |
Binary class, Date class, Numeric class, Nominal class, Missing class values |
Attributes |
Binary attributes, Unary attributes, Missing values, Empty nominal attributes, String attributes, Numeric attributes, Nominal attributes, Relational attributes, Date attributes |
Min # of instances |
0 |