文件名称:FASBIR
- 所属分类:
- 人工智能/神经网络/遗传算法
- 资源属性:
- [Java] [源码]
- 上传时间:
- 2012-11-26
- 文件大小:
- 101kb
- 下载次数:
- 0次
- 提 供 者:
- 修*
- 相关连接:
- 无
- 下载说明:
- 别用迅雷下载,失败请重下,重下不扣分!
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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
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
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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
......\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