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ensembleLibrary from group nz.ac.waikato.cms.weka (version 1.0.4)

Manages a libary of ensemble classifiers

Group: nz.ac.waikato.cms.weka Artifact: ensembleLibrary
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1 downloads
Artifact ensembleLibrary
Group nz.ac.waikato.cms.weka
Version 1.0.4
Last update 26. April 2012
Newest version Yes
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/ensembleLibrary
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!

decorate from group nz.ac.waikato.cms.weka (version 1.0.3)

DECORATE is a meta-learner for building diverse ensembles of classifiers by using specially constructed artificial training examples. Comprehensive experiments have demonstrated that this technique is consistently more accurate than the base classifier, Bagging and Random Forests. Decorate also obtains higher accuracy than Boosting on small training sets, and achieves comparable performance on larger training sets. For more details see: P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003; P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems.

Group: nz.ac.waikato.cms.weka Artifact: decorate
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1 downloads
Artifact decorate
Group nz.ac.waikato.cms.weka
Version 1.0.3
Last update 26. April 2012
Newest version Yes
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/decorate
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!

citationKNN from group nz.ac.waikato.cms.weka (version 1.0.2)

Modified version of the Citation kNN multi instance classifier. For more information see: Jun Wang, Zucker, Jean-Daniel: Solving Multiple-Instance Problem: A Lazy Learning Approach. In: 17th International Conference on Machine Learning, 1119-1125, 2000.

Group: nz.ac.waikato.cms.weka Artifact: citationKNN
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1 downloads
Artifact citationKNN
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 26. April 2012
Newest version Yes
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/citationKNN
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!

NNge from group nz.ac.waikato.cms.weka (version 1.0.2)

Nearest-neighbor-like algorithm using non-nested generalized exemplars (which are hyperrectangles that can be viewed as if-then rules). For more information, see Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.

Group: nz.ac.waikato.cms.weka Artifact: NNge
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0 downloads
Artifact NNge
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 26. April 2012
Newest version Yes
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/NNge
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!

EMImputation from group nz.ac.waikato.cms.weka (version 1.0.2)

Replaces missing numeric values using Expectation Maximization with a multivariate normal model. Described in " Schafer, J.L. Analysis of Incomplete Multivariate Data, New York: Chapman and Hall, 1997."

Group: nz.ac.waikato.cms.weka Artifact: EMImputation
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Artifact EMImputation
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 26. April 2012
Newest version Yes
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/EMImputation
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!

DMNBtext from group nz.ac.waikato.cms.weka (version 1.0.2)

Class for building and using a Discriminative Multinomial Naive Bayes classifier. For more information see: Jiang Su,Harry Zhang,Charles X. Ling,Stan Matwin: Discriminative Parameter Learning for Bayesian Networks. In: ICML 2008', 2008.

Group: nz.ac.waikato.cms.weka Artifact: DMNBtext
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Artifact DMNBtext
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 26. April 2012
Newest version Yes
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/DMNBtext
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!

CLOPE from group nz.ac.waikato.cms.weka (version 1.0.2)

Yiling Yang, Xudong Guan, Jinyuan You: CLOPE: a fast and effective clustering algorithm for transactional data. In: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, 682-687, 2002.

Group: nz.ac.waikato.cms.weka Artifact: CLOPE
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Artifact CLOPE
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 26. April 2012
Newest version Yes
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/CLOPE
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
There are maybe transitive dependencies!

scalatest_2.9.1-1-RC1 from group org.scalatest (version 1.7.1)

Group: org.scalatest Artifact: scalatest_2.9.1-1-RC1
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junit from group org.apache.isis.viewer (version 0.2.0-incubating)

Group: org.apache.isis.viewer Artifact: junit
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0 downloads
Artifact junit
Group org.apache.isis.viewer
Version 0.2.0-incubating
Last update 10. February 2012
Newest version Yes
Organization not specified
URL http://incubator.apache.org/isis/${relativeUrl}
License not specified
Dependencies amount 13
Dependencies wrapper-metamodel, dflt, identity, dflt, dflt, dflt, asm, objenesis, cglib-nodep, jmock, jmock-junit4, jmock-legacy, junit,
There are maybe transitive dependencies!

bdd-concordion from group org.apache.isis.viewer (version 0.2.0-incubating)

Group: org.apache.isis.viewer Artifact: bdd-concordion
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0 downloads
Artifact bdd-concordion
Group org.apache.isis.viewer
Version 0.2.0-incubating
Last update 10. February 2012
Newest version Yes
Organization not specified
URL http://incubator.apache.org/isis/${relativeUrl}
License not specified
Dependencies amount 3
Dependencies bdd-common, concordion, junit,
There are maybe transitive dependencies!



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