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文件名称:FASBIR

修正介绍说明

介绍说明－－下载内容来自于网络，使用问题请自行百度

Descr iption: FASBIR(Filtered Attribute Subspace based Bagging with Injected Randomness) is a variant of Bagging algorithm, whose purpose is to improve accuracy of local learners, such as kNN, through multi-model perturbing ensemble.



Reference: Z.-H. Zhou and Y. Yu. Ensembling local learners through multimodal perturbation. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, 2005, vol.35, no.4, pp.725-735.

-Descr iption: FASBIR(Filtered Attribute Subspace based Bagging with Injected Randomness) is a variant of Bagging algorithm, whose purpose is to improve accuracy of local learners, such as kNN, through multi-model perturbing ensemble. Reference: Z.-H. Zhou and Y. Yu. Ensembling local learners through multimodal perturbation. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, 2005, vol.35, no.4, pp.725-735
(系统自动生成,下载前可以参看下载内容)

下载文件列表

FASBIR/documents/allclasses-frame.html
FASBIR/documents/allclasses-noframe.html
FASBIR/documents/constant-values.html
FASBIR/documents/deprecated-list.html
FASBIR/documents/fasbir/class-use/FASBIR.html
FASBIR/documents/fasbir/class-use
FASBIR/documents/fasbir/classifiers/class-use/KNearestNeighbor.html
FASBIR/documents/fasbir/classifiers/class-use/KNearestNeighbor.KNNSample.html
FASBIR/documents/fasbir/classifiers/class-use/KNearestNeighbor.SampleComparator.html
FASBIR/documents/fasbir/classifiers/class-use/KNearestNeighbor_Extend.html
FASBIR/documents/fasbir/classifiers/class-use
FASBIR/documents/fasbir/classifiers/KNearestNeighbor.html
FASBIR/documents/fasbir/classifiers/KNearestNeighbor.KNNSample.html
FASBIR/documents/fasbir/classifiers/KNearestNeighbor.SampleComparator.html
FASBIR/documents/fasbir/classifiers/KNearestNeighbor_Extend.html
FASBIR/documents/fasbir/classifiers/package-frame.html
FASBIR/documents/fasbir/classifiers/package-summary.html
FASBIR/documents/fasbir/classifiers/package-tree.html
FASBIR/documents/fasbir/classifiers/package-use.html
FASBIR/documents/fasbir/classifiers
FASBIR/documents/fasbir/ensemblers/class-use/Ensemble.html
FASBIR/documents/fasbir/ensemblers/class-use/EnsembleClassifier.html
FASBIR/documents/fasbir/ensemblers/class-use/FilterAttributeEnsemble.html
FASBIR/documents/fasbir/ensemblers/class-use/SBagging.html
FASBIR/documents/fasbir/ensemblers/class-use
FASBIR/documents/fasbir/ensemblers/Ensemble.html
FASBIR/documents/fasbir/ensemblers/EnsembleClassifier.html
FASBIR/documents/fasbir/ensemblers/FilterAttributeEnsemble.html
FASBIR/documents/fasbir/ensemblers/package-frame.html
FASBIR/documents/fasbir/ensemblers/package-summary.html
FASBIR/documents/fasbir/ensemblers/package-tree.html
FASBIR/documents/fasbir/ensemblers/package-use.html
FASBIR/documents/fasbir/ensemblers/PerturbationEncapsulation.html
FASBIR/documents/fasbir/ensemblers/Perturbation_Bootstrap.html
FASBIR/documents/fasbir/ensemblers/Perturbation_Subspace.html
FASBIR/documents/fasbir/ensemblers/SBagging.html
FASBIR/documents/fasbir/ensemblers
FASBIR/documents/fasbir/FASBIR.html
FASBIR/documents/fasbir/package-frame.html
FASBIR/documents/fasbir/package-summary.html
FASBIR/documents/fasbir/package-tree.html
FASBIR/documents/fasbir/package-use.html
FASBIR/documents/fasbir
FASBIR/documents/help-doc.html
FASBIR/documents/index-all.html
FASBIR/documents/index.html
FASBIR/documents/overview-frame.html
FASBIR/documents/overview-summary.html
FASBIR/documents/overview-tree.html
FASBIR/documents/package-list
FASBIR/documents/packages.html
FASBIR/documents/Readme.htm
FASBIR/documents/resources/inherit.gif
FASBIR/documents/resources
FASBIR/documents/serialized-form.html
FASBIR/documents/stylesheet.css
FASBIR/documents/weka/classifiers/Evaluation.html
FASBIR/documents/weka/classifiers
FASBIR/documents/weka
FASBIR/documents
FASBIR/Readme.htm
FASBIR/src/fasbir/classifiers/KNearestNeighbor.java
FASBIR/src/fasbir/classifiers/KNearestNeighbor_Extend.java
FASBIR/src/fasbir/classifiers
FASBIR/src/fasbir/ensemblers/Ensemble.java
FASBIR/src/fasbir/ensemblers/EnsembleClassifier.java
FASBIR/src/fasbir/ensemblers/FilterAttributeEnsemble.java
FASBIR/src/fasbir/ensemblers/PerturbationEncapsulation.java
FASBIR/src/fasbir/ensemblers/Perturbation_Bootstrap.java
FASBIR/src/fasbir/ensemblers/Perturbation_Subspace.java
FASBIR/src/fasbir/ensemblers
FASBIR/src/fasbir/FASBIR.java
FASBIR/src/fasbir
FASBIR/src
FASBIR
FASBIR.txt
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