%rename(Subset) CSubset;
%include <shogun/features/Subset.h>

#include <shogun/features/Subset.h>

(...)
./io/HDF5File.cpp.o: In function `MPI::Comm::Allreduce(void const*, void*, int, MPI::Datatype const&, MPI::Op const&) const':
/usr/include/openmpi/ompi/mpi/cxx/comm_inln.h:452: undefined reference to `MPI_Allreduce'
./io/HDF5File.cpp.o: In function `MPI::Comm::Reduce(void const*, void*, int, MPI::Datatype const&, MPI::Op const&, int) const':
/usr/include/openmpi/ompi/mpi/cxx/comm_inln.h:445: undefined reference to `MPI_Reduce'
./io/HDF5File.cpp.o: In function `MPI::Comm::Alltoallw(void const*, int const*, int const*, MPI::Datatype const*, void*, int const*, int const*, MPI::Datatype const*) const':
/usr/include/openmpi/ompi/mpi/cxx/comm_inln.h:435: undefined reference to `MPI_Alltoallw'
./io/HDF5File.cpp.o: In function `MPI::Comm::Alltoallv(void const*, int const*, int const*, MPI::Datatype const&, void*, int const*, int const*, MPI::Datatype const&) const':
/usr/include/openmpi/ompi/mpi/cxx/comm_inln.h:409: undefined reference to `MPI_Alltoallv'
./io/HDF5File.cpp.o: In function `MPI::Comm::Alltoall(void const*, int, MPI::Datatype const&, void*, int, MPI::Datatype const&) const':
/usr/include/openmpi/ompi/mpi/cxx/comm_inln.h:394: undefined reference to `MPI_Alltoall'
./io/HDF5File.cpp.o: In function `MPI::Comm::Allgatherv(void const*, int, MPI::Datatype const&, void*, int const*, int const*, MPI::Datatype const&) const':
(...)

c++   ./regression/KRR.cpp.o ./regression/svr/MKLRegression.cpp.o ./regression/svr/SVRLight.cpp.o ./regression/svr/LibSVR.cpp.o ./ui/GUIDistance.cpp.o ./ui/GUIPreprocessor.cpp.o ./ui/GUITime.cpp.o ./ui/GUIClassifier.cpp.o ./ui/GUILabels.cpp.o ./ui/SGInterface.cpp.o ./ui/GUIMath.cpp.o ./ui/GUIKernel.cpp.o ./ui/GUIStructure.cpp.o ./ui/GUIPluginEstimate.cpp.o ./ui/GUIHMM.cpp.o ./ui/GUIFeatures.cpp.o ./io/SerializableFile.cpp.o ./io/BinaryFile.cpp.o ./io/StreamingVwCacheFile.cpp.o ./io/SerializableJsonReader00.cpp.o ./io/HDF5File.cpp.o ./io/SerializableAsciiFile.cpp.o ./io/SerializableHdf5Reader00.cpp.o ./io/StreamingAsciiFile.cpp.o ./io/StreamingFileFromFeatures.cpp.o ./io/SGIO.cpp.o ./io/File.cpp.o ./io/SerializableXmlReader00.cpp.o ./io/SerializableJsonFile.cpp.o ./io/SerializableHdf5File.cpp.o ./io/StreamingFile.cpp.o ./io/AsciiFile.cpp.o ./io/SerializableXmlFile.cpp.o ./io/StreamingVwFile.cpp.o ./io/SerializableAsciiReader00.cpp.o ./io/IOBuffer.cpp.o ./loss/HingeLoss.cpp.o ./loss/SquaredLoss.cpp.o ./loss/LogLoss.cpp.o ./loss/SquaredHingeLoss.cpp.o ./loss/LogLossMargin.cpp.o ./loss/SmoothHingeLoss.cpp.o ./preprocessor/PCA.cpp.o ./preprocessor/LocalTangentSpaceAlignment.cpp.o ./preprocessor/KernelPCA.cpp.o ./preprocessor/Preprocessor.cpp.o ./preprocessor/MultidimensionalScaling.cpp.o ./preprocessor/LaplacianEigenmaps.cpp.o ./preprocessor/SortWordString.cpp.o ./preprocessor/RandomFourierGaussPreproc.cpp.o ./preprocessor/PruneVarSubMean.cpp.o ./preprocessor/KernelLocallyLinearEmbedding.cpp.o ./preprocessor/Isomap.cpp.o ./preprocessor/HessianLocallyLinearEmbedding.cpp.o ./preprocessor/LogPlusOne.cpp.o ./preprocessor/SortUlongString.cpp.o ./preprocessor/LocallyLinearEmbedding.cpp.o ./preprocessor/NormOne.cpp.o ./modelselection/ParameterCombination.cpp.o ./modelselection/ModelSelection.cpp.o ./modelselection/ModelSelectionParameters.cpp.o ./modelselection/GridSearchModelSelection.cpp.o ./machine/DistanceMachine.cpp.o ./machine/OnlineLinearMachine.cpp.o ./machine/LinearMachine.cpp.o ./machine/KernelMachine.cpp.o ./machine/Machine.cpp.o ./classifier/vw/vw_example.cpp.o ./classifier/vw/vw_label.cpp.o ./classifier/vw/VowpalWabbit.cpp.o ./classifier/vw/vw_math.cpp.o ./classifier/vw/learners/VwNonAdaptiveLearner.cpp.o ./classifier/vw/learners/VwAdaptiveLearner.cpp.o ./classifier/vw/VwEnvironment.cpp.o ./classifier/vw/VwParser.cpp.o ./classifier/vw/VwRegressor.cpp.o ./classifier/vw/cache/VwNativeCacheWriter.cpp.o ./classifier/vw/cache/VwCacheWriter.cpp.o ./classifier/vw/cache/VwCacheReader.cpp.o ./classifier/vw/cache/VwNativeCacheReader.cpp.o ./classifier/AveragedPerceptron.cpp.o ./classifier/mkl/MKLOneClass.cpp.o ./classifier/mkl/MKLMultiClassOptimizationBase.cpp.o ./classifier/mkl/MKLMultiClassGradient.cpp.o ./classifier/mkl/MKLMultiClass.cpp.o ./classifier/mkl/MKLMultiClassGLPK.cpp.o ./classifier/mkl/MKLClassification.cpp.o ./classifier/mkl/MKL.cpp.o ./classifier/svm/gpdt.cpp.o ./classifier/svm/DomainAdaptationSVM.cpp.o ./classifier/svm/OnlineLibLinear.cpp.o ./classifier/svm/ScatterSVM.cpp.o ./classifier/svm/SVM.cpp.o ./classifier/svm/libqp_splx.cpp.o ./classifier/svm/LibLinear.cpp.o ./classifier/svm/SubGradientSVM.cpp.o ./classifier/svm/GMNPLib.cpp.o ./classifier/svm/gpdtsolve.cpp.o ./classifier/svm/SVMOcas.cpp.o ./classifier/svm/LibSVMOneClass.cpp.o ./classifier/svm/LaRank.cpp.o ./classifier/svm/MPDSVM.cpp.o ./classifier/svm/GNPPSVM.cpp.o ./classifier/svm/pr_loqo.cpp.o ./classifier/svm/MultiClassSVM.cpp.o ./classifier/svm/ssl.cpp.o ./classifier/svm/QPBSVMLib.cpp.o ./classifier/svm/Tron.cpp.o ./classifier/svm/GPBTSVM.cpp.o ./classifier/svm/SVMLightOneClass.cpp.o ./classifier/svm/OnlineSVMSGD.cpp.o ./classifier/svm/SVM_linear.cpp.o ./classifier/svm/GMNPSVM.cpp.o ./classifier/svm/SGDQN.cpp.o ./classifier/svm/SVMSGD.cpp.o ./classifier/svm/LibSVMMultiClass.cpp.o ./classifier/svm/CPLEXSVM.cpp.o ./classifier/svm/GNPPLib.cpp.o ./classifier/svm/DomainAdaptationSVMLinear.cpp.o ./classifier/svm/gpm.cpp.o ./classifier/svm/WDSVMOcas.cpp.o ./classifier/svm/SVM_libsvm.cpp.o ./classifier/svm/LibSVM.cpp.o ./classifier/svm/libocas.cpp.o ./classifier/svm/SVMLight.cpp.o ./classifier/svm/SVMLin.cpp.o ./classifier/LPM.cpp.o ./classifier/PluginEstimate.cpp.o ./classifier/KNN.cpp.o ./classifier/SubGradientLPM.cpp.o ./classifier/GaussianNaiveBayes.cpp.o ./classifier/Perceptron.cpp.o ./classifier/LDA.cpp.o ./classifier/LPBoost.cpp.o ./base/ParameterMap.cpp.o ./base/class_list.cpp.o ./base/Version.cpp.o ./base/Parallel.cpp.o ./base/init.cpp.o ./base/SGObject.cpp.o ./base/Parameter.cpp.o ./mathematics/Math.cpp.o ./mathematics/Statistics.cpp.o ./mathematics/Cplex.cpp.o ./mathematics/arpack.cpp.o ./mathematics/lapack.cpp.o ./distributions/Gaussian.cpp.o ./distributions/GHMM.cpp.o ./distributions/LinearHMM.cpp.o ./distributions/Histogram.cpp.o ./distributions/Distribution.cpp.o ./distributions/PositionalPWM.cpp.o ./distributions/HMM.cpp.o ./lib/Hash.cpp.o ./lib/Time.cpp.o ./lib/HashSet.cpp.o ./lib/memory.cpp.o ./lib/FibonacciHeap.cpp.o ./lib/Compressor.cpp.o ./lib/DataType.cpp.o ./lib/Signal.cpp.o ./lib/Trie.cpp.o ./lib/ShogunException.cpp.o ./distance/CanberraWordDistance.cpp.o ./distance/EuclidianDistance.cpp.o ./distance/ManhattanWordDistance.cpp.o ./distance/ManhattanMetric.cpp.o ./distance/SparseEuclidianDistance.cpp.o ./distance/Distance.cpp.o ./distance/AttenuatedEuclidianDistance.cpp.o ./distance/KernelDistance.cpp.o ./distance/MinkowskiMetric.cpp.o ./distance/CanberraMetric.cpp.o ./distance/CustomDistance.cpp.o ./distance/TanimotoDistance.cpp.o ./distance/BrayCurtisDistance.cpp.o ./distance/JensenMetric.cpp.o ./distance/CosineDistance.cpp.o ./distance/ChebyshewMetric.cpp.o ./distance/HammingWordDistance.cpp.o ./distance/ChiSquareDistance.cpp.o ./distance/GeodesicMetric.cpp.o ./evaluation/StratifiedCrossValidationSplitting.cpp.o ./evaluation/MeanSquaredError.cpp.o ./evaluation/CrossValidation.cpp.o ./evaluation/ROCEvaluation.cpp.o ./evaluation/PRCEvaluation.cpp.o ./evaluation/SplittingStrategy.cpp.o ./evaluation/MulticlassAccuracy.cpp.o ./evaluation/ContingencyTableEvaluation.cpp.o ./structure/Plif.cpp.o ./structure/PlifArray.cpp.o ./structure/IntronList.cpp.o ./structure/SegmentLoss.cpp.o ./structure/PlifMatrix.cpp.o ./structure/DynProg.cpp.o ./clustering/GMM.cpp.o ./clustering/Hierarchical.cpp.o ./clustering/KMeans.cpp.o ./features/WDFeatures.cpp.o ./features/SNPFeatures.cpp.o ./features/ImplicitWeightedSpecFeatures.cpp.o ./features/Features.cpp.o ./features/CombinedFeatures.cpp.o ./features/StreamingVwFeatures.cpp.o ./features/FKFeatures.cpp.o ./features/Labels.cpp.o ./features/TOPFeatures.cpp.o ./features/DotFeatures.cpp.o ./features/ExplicitSpecFeatures.cpp.o ./features/Subset.cpp.o ./features/HashedWDFeaturesTransposed.cpp.o ./features/SparsePolyFeatures.cpp.o ./features/AttributeFeatures.cpp.o ./features/LBPPyrDotFeatures.cpp.o ./features/CombinedDotFeatures.cpp.o ./features/RealFileFeatures.cpp.o ./features/PolyFeatures.cpp.o ./features/HashedWDFeatures.cpp.o ./features/Alphabet.cpp.o ./kernel/WeightedDegreeStringKernel.cpp.o ./kernel/GaussianShortRealKernel.cpp.o ./kernel/PyramidChi2.cpp.o ./kernel/LocalityImprovedStringKernel.cpp.o ./kernel/Kernel.cpp.o ./kernel/TensorProductPairKernel.cpp.o ./kernel/TStudentKernel.cpp.o ./kernel/WeightedDegreeRBFKernel.cpp.o ./kernel/SigmoidKernel.cpp.o ./kernel/PolyMatchWordStringKernel.cpp.o ./kernel/Chi2Kernel.cpp.o ./kernel/SplineKernel.cpp.o ./kernel/HistogramWordStringKernel.cpp.o ./kernel/CombinedKernel.cpp.o ./kernel/LinearKernel.cpp.o ./kernel/RegulatoryModulesStringKernel.cpp.o ./kernel/SNPStringKernel.cpp.o ./kernel/SpectrumRBFKernel.cpp.o ./kernel/ExponentialKernel.cpp.o ./kernel/DistanceKernel.cpp.o ./kernel/OligoStringKernel.cpp.o ./kernel/GaussianShiftKernel.cpp.o ./kernel/WeightedCommWordStringKernel.cpp.o ./kernel/SpectrumMismatchRBFKernel.cpp.o ./kernel/LinearStringKernel.cpp.o ./kernel/DistantSegmentsKernel.cpp.o ./kernel/BesselKernel.cpp.o ./kernel/PolyMatchStringKernel.cpp.o ./kernel/SimpleLocalityImprovedStringKernel.cpp.o ./kernel/InverseMultiQuadricKernel.cpp.o ./kernel/CircularKernel.cpp.o ./kernel/WaveKernel.cpp.o ./kernel/MatchWordStringKernel.cpp.o ./kernel/PowerKernel.cpp.o ./kernel/PolyKernel.cpp.o ./kernel/MultiquadricKernel.cpp.o ./kernel/SphericalKernel.cpp.o ./kernel/LogKernel.cpp.o ./kernel/WeightedDegreePositionStringKernel.cpp.o ./kernel/CommWordStringKernel.cpp.o ./kernel/WaveletKernel.cpp.o ./kernel/HistogramIntersectionKernel.cpp.o ./kernel/SparseSpatialSampleStringKernel.cpp.o ./kernel/DiagKernel.cpp.o ./kernel/SalzbergWordStringKernel.cpp.o ./kernel/CustomKernel.cpp.o ./kernel/CauchyKernel.cpp.o ./kernel/GaussianMatchStringKernel.cpp.o ./kernel/ConstKernel.cpp.o ./kernel/CommUlongStringKernel.cpp.o ./kernel/AUCKernel.cpp.o ./kernel/LocalAlignmentStringKernel.cpp.o ./kernel/FixedDegreeStringKernel.cpp.o ./kernel/RationalQuadraticKernel.cpp.o ./kernel/GaussianKernel.cpp.o ./kernel/ANOVAKernel.cpp.o -Xlinker --no-undefined  -o libshogun.so.10.0 -lm -pthread -lhdf5 -lxml2   -llapack -lcblas -latlas -llapack -lcblas -llzo2 -lz -lbz2 -llzma -fPIC -Xlinker -soname=libshogun.so.10 -shared -Wl,-export-dynamic

for (i=0; i<totdoc; i++)
    alpha[i]=0;

for (i=0; i<get_num_support_vectors(); i++)
    alpha[get_support_vector(i)]=get_alpha(i);