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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

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