机器学习各类工具wekascikit-learn等各项指标的对比

机器学习各类工具weka、scikit-learn等各项指标的对比分类：机器学习2012-05-2002:297557人阅读评论(3)收藏举报工具vectortypesoutputimagefloat以下表格摘自：另推荐机器学习软件汇总网站(auROCetc)ImageProcessingSupportedOperatingSystemsLinuxWindowsMacOSXOtherUnixLanguageBindingsPythonRMatlabOctaveC/C++CommandLineJavaC#featureshogunwekakernlabdlibniemeorangejava-mlpyMLmlpypybraintorch3scikit-learnLuaRubySVMSolversSVMLightLibSVMSVMOcasLibLinearBMRMLaRankSVMPegasosSVMSGDotherRegressionKernelRidgeRegressionSupportVectorRegressionGaussianProcessesRelevanceVectorMachineMultipleKernelLearningMKLq-normMKLClassifiersNaiveBayesBayesianNetworksMultiLayerPerceptronRBFNetworksfeatureshogunwekakernlabdlibniemeorangejava-mlpyMLmlpypybraintorch3scikit-learnLogisticRegressionLASSODecisionTreesk-NNLinearClassifiersLinearProgrammingMachineLDADistributionsMarkovChainsHiddenMarkovModelsKernelsLinearGaussianPolynomialStringKernelsSigmoidKernelKernelNormalizerFeatureSelectionForwardWrappermethodsRecursiveFeatureSelectionMissingFeaturesMeanvalueimputationEM-based/mofeatureshogunwekakernlabdlibniemeorangejava-mlpyMLmlpypybraintorch3scikit-learndelbasedimputationClusteringHierarchicalClusteringk-meansOptimizationBFGSconjugategradientgradientdescentbindingstoCPLEXbindingstoMosekbindingstoothersolverSupportedFileFormatsBinaryArffHDF5CSVlibSVM/SVMLightformatExcelSupportedDataTypesSparseDataRepresentationDenseMatricesStringsSupportforfeatureshogunwekakernlabdlibniemeorangejava-mlpyMLmlpypybraintorch3scikit-learnnative(e.g.C)types(char,signedandunsignedint8,int16,int32,int64,float,double,longdouble)