HSSVM is an ultra ball SVM (Hyper-Sphere Support Vector Machines) to solve multi-classification model of tool kit, using Java language. Development of the program' s main purpose is to solve the model by Ball SVM instead of the traditional means of solving two classification problems on the classical SVM model to solve multi-classification problems. This article discusses the main implementation details of the program, including related algorithms and design principles are described.

超球SVM hssvm1.0.1\build.xml
..................\data\adult_2000test
..................\....\adult_3010
..................\....\adult_4510
..................\....\adult_5000
..................\....\adult_7444train
..................\....\breastcancertest
..................\....\breastcancertrain
..................\....\iristest
..................\....\iristrain
..................\....\winetest
..................\....\winetrain
..................\....\winetrain.index
..................\....\zoo2test
..................\....\zoo2train
..................\....\zootest
..................\....\zootrain
..................\.oc\hssvm.doc
..................\...\hssvm.pdf
..................\hssvm-config.xml
..................\hssvm1.0.1.jar
..................\lib\dom4j-1.6.1.jar
..................\...\jaxen-1.1-beta-7.jar
..................\README-zh.txt
..................\README.txt
..................\src\java\BaseOptimizer.java
..................\...\....\DataChecker.java
..................\...\....\DataTransfer.java
..................\...\....\jun\hssvm\CacheMatrix.java
..................\...\....\...\.....\CrossRandSearcher.java
..................\...\....\...\.....\CrossSearcher.java
..................\...\....\...\.....\Format.java
..................\...\....\...\.....\HSModel.java
..................\...\....\...\.....\HSSolver.java
..................\...\....\...\.....\IndexFormat.java
..................\...\....\...\.....\kernel\Kernel.java
..................\...\....\...\.....\......\KernelType.java
..................\...\....\...\.....\......\PolyKernel.java
..................\...\....\...\.....\......\RBFKernel.java
..................\...\....\...\.....\KMatrix.java
..................\...\....\...\.....\Outcome.java
..................\...\....\...\.....\Param.java
..................\...\....\...\.....\Problem.java
..................\...\....\...\.....\RandSearcher.java
..................\...\....\...\.....\Scaler.java
..................\...\....\...\.....\Scope.java
..................\...\....\...\.....\Searcher.java
..................\...\....\...\.....\Sphere.java
..................\...\....\...\.....\strategy\MinC.java
..................\...\....\...\.....\........\MinGamma.java
..................\...\....\...\.....\........\MinGammaC.java
..................\...\....\...\.....\........\ParamStrategy.java
..................\...\....\...\.....\........\StrategyType.java
..................\...\....\...\.....\SVM.java
..................\...\....\...\.....\SVMConst.java
..................\...\....\...\.....\Type.java
..................\...\....\...\.....\UTMatrix.java
..................\...\....\...\.....\ValidateWay.java
..................\...\....\...\util\File.java
..................\...\....\...\....\LRUCache.java
..................\...\....\...\....\Time.java
..................\...\....\...\....\Util.java
..................\...\....\...\....\XMLParser.java
..................\...\....\Normalizer.java
..................\...\....\ParamOptimizer.java
..................\...\....\Predictor.java
..................\...\....\RunAll.java
..................\...\....\Trainer.java
..................\...\....\TxbApp.java
..................\...\....\Usage.java
..................\...\test\jun\hssvm\GroupSamplesTest.java
..................\...\....\...\.....\OtherTest.java
..................\...\....\...\.....\SVMTest.java
..................\...\....\...\.....\TestLRUCache.java
..................\...\....\...\.....\TestStudy.java
..................\svm
..................\.rc\java\jun\hssvm\kernel
..................\...\....\...\.....\strategy
..................\...\....\...\hssvm
..................\...\....\...\util
..................\...\test\jun\hssvm
..................\...\java\jun
..................\...\test\jun
..................\...\java
..................\...\test
..................\data
..................\doc
..................\lib
..................\src
超球SVM hssvm1.0.1

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