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libsvm-3.17

上传者: wzh_xwjh | 上传时间:2024/5/16 22:20:35 | 文件大小:869KB | 文件类型:zip
libsvm-3.17
支持向量机源码,可在www.csie.ntu.edu.tw/~cjlin/libsvm/下载到最新版本,该版本是2013年4月更新的,3.17版。
压缩包里面有源代码和文档。
以下摘自前述网站:IntroductionLIBSVMisanintegratedsoftwareforsupportvectorclassification,(C-SVC,nu-SVC),regression(epsilon-SVR,nu-SVR)anddistributionestimation(one-classSVM).Itsupportsmulti-classclassification.Sinceversion2.8,itimplementsanSMO-typealgorithmproposedinthispaper:R.-E.Fan,P.-H.Chen,andC.-J.Lin.WorkingsetselectionusingsecondorderinformationfortrainingSVM.JournalofMachineLearningResearch6,1889-1918,2005.Youcanalsofindapseudocodethere.(howtociteLIBSVM)OurgoalistohelpusersfromotherfieldstoeasilyuseSVMasatool.LIBSVMprovidesasimpleinterfacewhereuserscaneasilylinkitwiththeirownprograms.MainfeaturesofLIBSVMincludeDifferentSVMformulationsEfficientmulti-classclassificationCrossvalidationformodelselectionProbabilityestimatesVariouskernels(includingprecomputedkernelmatrix)WeightedSVMforunbalanceddataBothC++andJavasourcesGUIdemonstratingSVMclassificationandregressionPython,R,MATLAB,Perl,Ruby,Weka,CommonLISP,CLISP,Haskell,OCaml,LabVIEW,andPHPinterfaces.C#.NETcodeandCUDAextensionisavailable.It'salsoincludedinsomedataminingenvironments:RapidMiner,PCP,andLIONsolver.Automaticmodelselectionwhichcangeneratecontourofcrossvaliationaccuracy. 本软件ID:5648969

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评论信息

  • ytu1989:
    挺好的资源,可以直接使用,感谢分享2020-04-26
  • hanhaodong86:
    不错,很好的资源,支持向量机源码,挺好用2019-05-30
  • SUNTANGLE:
    感谢分享,可以直接使用。2018-10-24
  • harry660:
    能用,感谢分享!2018-07-19
  • yu_yu_yu_yu123:
    可以用,不错2018-06-02

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