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文件名称:libsvm-3.1

  • 所属分类：
    AI-NN-PR
  • 标签属性：
    [MacOS] [Matlab] [源码]
  • 上传时间：
    2016-12-28
  • 文件大小：
    1.26mb
  • 已下载：
    0次
  • 提 供 者：
    carl****
  • 相关连接：
    无
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修正介绍说明

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LIBSVM is an integrated software for support vector classification, (C-SVC, nu-SVC), regression (epsilon-SVR, nu-SVR) and distribution estimation (one-class SVM). It supports multi-class classification.



Since version 2.8, it implements an SMO-type algorithm proposed in this paper:

R.-E. Fan, P.-H. Chen, and C.-J. Lin. Working set selection using second order information for training SVM. Journal of Machine Learning Research 6, 1889-1918, 2005. You can also find a pseudo code there. (how to cite LIBSVM)



Our goal is to help users other fields to easily use SVM as a tool. LIBSVM provides a simple interface where users can easily link it with their own programs. Main features of LIBSVM include-LIBSVM is an integrated software for support vector classification, (C-SVC, nu-SVC), regression (epsilon-SVR, nu-SVR) and distribution estimation (one-class SVM). It supports multi-class classification.



Since version 2.8, it implements an SMO-type algorithm proposed in this paper:

R.-E. Fan, P.-H. Chen, and C.-J. Lin. Working set selection using second order information for training SVM. Journal of Machine Learning Research 6, 1889-1918, 2005. You can also find a pseudo code there. (how to cite LIBSVM)



Our goal is to help users　other fields to easily use SVM as a tool. LIBSVM provides a simple interface where users can easily link it with their own programs. Main features of LIBSVM include
(系统自动生成,下载前可以参看下载内容)

下载文件列表

libsvm-3.1/COPYRIGHT
libsvm-3.1/FAQ.html
libsvm-3.1/heart_scale
libsvm-3.1/java/libsvm/svm.java
libsvm-3.1/java/libsvm/svm.m4
libsvm-3.1/java/libsvm/svm_model.java
libsvm-3.1/java/libsvm/svm_node.java
libsvm-3.1/java/libsvm/svm_parameter.java
libsvm-3.1/java/libsvm/svm_print_interface.java
libsvm-3.1/java/libsvm/svm_problem.java
libsvm-3.1/java/libsvm.jar
libsvm-3.1/java/Makefile
libsvm-3.1/java/svm_predict.java
libsvm-3.1/java/svm_scale.java
libsvm-3.1/java/svm_toy.java
libsvm-3.1/java/svm_train.java
libsvm-3.1/java/test_applet.html
libsvm-3.1/Makefile
libsvm-3.1/Makefile.win
libsvm-3.1/matlab/heart_scale.mat
libsvm-3.1/matlab/libsvmread.c
libsvm-3.1/matlab/libsvmread.mexw32
libsvm-3.1/matlab/libsvmread.mexw64
libsvm-3.1/matlab/libsvmwrite.c
libsvm-3.1/matlab/libsvmwrite.mexw32
libsvm-3.1/matlab/libsvmwrite.mexw64
libsvm-3.1/matlab/make.m
libsvm-3.1/matlab/Makefile
libsvm-3.1/matlab/README
libsvm-3.1/matlab/svm.obj
libsvm-3.1/matlab/SVMcgForClass.m
libsvm-3.1/matlab/SVMcgForRegress.m
libsvm-3.1/matlab/svmpredict.c
libsvm-3.1/matlab/svmpredict.mexw32
libsvm-3.1/matlab/svmpredict.mexw64
libsvm-3.1/matlab/svmtrain.c
libsvm-3.1/matlab/svmtrain.c.bak
libsvm-3.1/matlab/svmtrain.mexw32
libsvm-3.1/matlab/svmtrain.mexw64
libsvm-3.1/matlab/svm_model_matlab.c
libsvm-3.1/matlab/svm_model_matlab.h
libsvm-3.1/matlab/svm_model_matlab.obj
libsvm-3.1/matlab-implement[by faruto]/a_template_flow_usingSVM_class.m
libsvm-3.1/matlab-implement[by faruto]/a_template_flow_usingSVM_regress.m
libsvm-3.1/matlab-implement[by faruto]/ClassResult.m
libsvm-3.1/matlab-implement[by faruto]/ClassResult_test.m
libsvm-3.1/matlab-implement[by faruto]/gaSVMcgForClass.m
libsvm-3.1/matlab-implement[by faruto]/gaSVMcgForRegress.m
libsvm-3.1/matlab-implement[by faruto]/gaSVMcgpForRegress.m
libsvm-3.1/matlab-implement[by faruto]/libsvm参数说明.txt
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/bs2rv.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/contents.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/crtbase.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/crtbp.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/crtrp.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/migrate.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/mpga.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/mut.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/mutate.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/mutbga.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/mytest/gaSVM.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/ranking.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/recdis.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/recint.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/reclin.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/recmut.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/recombin.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/reins.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/rep.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/resplot.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/rws.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/scaling.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/select.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/sus.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/xovdp.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/xovdprs.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/xovmp.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/xovsh.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/xovshrs.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/xovsp.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/gatbx[Sheffield]/xovsprs.m
libsvm-3.1/matlab-implement[by faruto]/myprivate/plotroc2009b.m
libsvm-3.1/matlab-implement[by faruto]/pcaForSVM.m
libsvm-3.1/matlab-implement[by faruto]/plotSVMroc.m
libsvm-3.1/matlab-implement[by faruto]/plotSVMroc_test.m
libsvm-3.1/matlab-implement[by faruto]/plotSVMroc_test2.m
libsvm-3.1/matlab-implement[by faruto]/psoSVMcgForClass.m
libsvm-3.1/matlab-implement[by faruto]/psoSVMcgForRegress.m
libsvm-3.1/matlab-implement[by faruto]/psoSVMcgpForRegress.m
libsvm-3.1/matlab-implement[by faruto]/Readme[by faruto]CN.txt
libsvm-3.1/matlab-implement[by faruto]/Readme[by faruto]EN.txt
libsvm-3.1/matlab-implement[by faruto]/scaleForSVM.m
libsvm-3.1/matlab-implement[by faruto]/SVC.m
libsvm-3.1/matlab-implement[by faruto]/SVC_test.m
libsvm-3.1/matlab-implement[by faruto]/SVMcgForClass.m
libsvm-3.1/matlab-implement[by faruto]/SVMcgForRegress.m
libsvm-3.1/matlab-implement[by faruto]/svmplot.m
libsvm-3.1/matlab-implement[by faruto]/SVR.m
libsvm-3.1/matlab-impleme

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