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文件名称:FASBIR

修正介绍说明

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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
相关搜索： ensemble
ensembling
故障诊断
KNN
KNN
java

(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

......\.........\allclasses-noframe.html

......\.........\constant-values.html

......\.........\deprecated-list.html

......\.........\fasbir

......\.........\......\class-use

......\.........\......\.........\FASBIR.html

......\.........\......\classifiers

......\.........\......\...........\class-use

......\.........\......\...........\.........\KNearestNeighbor.html

......\.........\......\...........\.........\KNearestNeighbor.KNNSample.html

......\.........\......\...........\.........\KNearestNeighbor.SampleComparator.html

......\.........\......\...........\.........\KNearestNeighbor_Extend.html

......\.........\......\...........\KNearestNeighbor.html

......\.........\......\...........\KNearestNeighbor.KNNSample.html

......\.........\......\...........\KNearestNeighbor.SampleComparator.html

......\.........\......\...........\KNearestNeighbor_Extend.html

......\.........\......\...........\package-frame.html

......\.........\......\...........\package-summary.html

......\.........\......\...........\package-tree.html

......\.........\......\...........\package-use.html

......\.........\......\ensemblers

......\.........\......\..........\class-use

......\.........\......\..........\.........\Ensemble.html

......\.........\......\..........\.........\EnsembleClassifier.html

......\.........\......\..........\.........\FilterAttributeEnsemble.html

......\.........\......\..........\.........\SBagging.html

......\.........\......\..........\Ensemble.html

......\.........\......\..........\EnsembleClassifier.html

......\.........\......\..........\FilterAttributeEnsemble.html

......\.........\......\..........\package-frame.html

......\.........\......\..........\package-summary.html

......\.........\......\..........\package-tree.html

......\.........\......\..........\package-use.html

......\.........\......\..........\PerturbationEncapsulation.html

......\.........\......\..........\Perturbation_Bootstrap.html

......\.........\......\..........\Perturbation_Subspace.html

......\.........\......\..........\SBagging.html

......\.........\......\FASBIR.html

......\.........\......\package-frame.html

......\.........\......\package-summary.html

......\.........\......\package-tree.html

......\.........\......\package-use.html

......\.........\help-doc.html

......\.........\index-all.html

......\.........\index.html

......\.........\overview-frame.html

......\.........\overview-summary.html

......\.........\overview-tree.html

......\.........\package-list

......\.........\packages.html

......\.........\Readme.htm

......\.........\resources

......\.........\.........\inherit.gif

......\.........\serialized-form.html

......\.........\stylesheet.css

......\.........\weka

......\.........\....\classifiers

......\.........\....\...........\Evaluation.html

......\Readme.htm

......\src

......\...\fasbir

......\...\......\classifiers

......\...\......\...........\KNearestNeighbor.java

......\...\......\...........\KNearestNeighbor_Extend.java

......\...\......\ensemblers

......\...\......\..........\Ensemble.java

......\...\......\..........\EnsembleClassifier.java

......\...\......\..........\FilterAttributeEnsemble.java

......\...\......\..........\PerturbationEncapsulation.java

......\...\......\..........\Perturbation_Bootstrap.java

......\...\......\..........\Perturbation_Subspace.java

......\...\......\FASBIR.java

FASBIR.txt

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