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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.
Valid options are:
-B <classifier specification>
Full class name of classifier to include, followed
by scheme options. May be specified multiple times.
(default: "weka.classifiers.rules.ZeroR")
-D
If set, classifier is run in debug mode and
may output additional info to the console
-R <AVG|PROD|MAJ|MIN|MAX|MED>
The combination rule to use
(default: AVG)
BibTeX:
@book{Kuncheva2004,
author = {Ludmila I. Kuncheva},
publisher = {John Wiley and Sons, Inc.},
title = {Combining Pattern Classifiers: Methods and Algorithms},
year = {2004}
}
@article{Kittler1998,
author = {J. Kittler and M. Hatef and Robert P.W. Duin and J. Matas},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
number = {3},
pages = {226-239},
title = {On combining classifiers},
volume = {20},
year = {1998}
}
author:
Alexander K. Seewald (alex@seewald.at)
author:
Eibe Frank (eibe@cs.waikato.ac.nz)
author:
Roberto Perdisci (roberto.perdisci@gmail.com)
version:
$Revision: 1.14 $ |
