文件名称:FASBIR
介绍说明－－下载内容均来自于网络，请自行研究使用
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
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
压缩包 : 39709588fasbir.rar 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