SHOGUN  4.1.0
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class_list.cpp
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1 /*
2  * This program is free software; you can redistribute it and/or modify
3  * it under the terms of the GNU General Public License as published by
4  * the Free Software Foundation; either version 3 of the License, or
5  * (at your option) any later version.
6  *
7  * Written (W) 2009 Soeren Sonnenburg
8  * Copyright (C) 2009 Fraunhofer Institute FIRST and Max-Planck-Society
9  */
10 
11 #include <shogun/lib/common.h>
12 #include <shogun/base/class_list.h>
13 #include <string.h>
14 
72 #include <shogun/clustering/GMM.h>
96 #include <shogun/features/Subset.h>
138 #include <shogun/io/LineReader.h>
139 #include <shogun/io/CSVFile.h>
140 #include <shogun/io/BinaryStream.h>
141 #include <shogun/io/LibSVMFile.h>
142 #include <shogun/io/SimpleFile.h>
143 #include <shogun/io/BinaryFile.h>
145 #include <shogun/io/IOBuffer.h>
146 #include <shogun/io/File.h>
147 #include <shogun/io/UAIFile.h>
149 #include <shogun/io/Parser.h>
165 #include <shogun/neuralnets/RBM.h>
187 #include <shogun/kernel/LogKernel.h>
188 #include <shogun/kernel/AUCKernel.h>
252 #include <shogun/multiclass/QDA.h>
262 #include <shogun/multiclass/MCLDA.h>
267 #include <shogun/multiclass/KNN.h>
315 #include <shogun/structure/GEMPLP.h>
324 #include <shogun/structure/Factor.h>
328 #include <shogun/structure/Plif.h>
333 #include <shogun/machine/Machine.h>
373 #include <shogun/ui/GUIFeatures.h>
374 #include <shogun/ui/GUITime.h>
375 #include <shogun/ui/GUIHMM.h>
376 #include <shogun/ui/GUIDistance.h>
377 #include <shogun/ui/GUIClassifier.h>
379 #include <shogun/ui/GUILabels.h>
380 #include <shogun/ui/GUIStructure.h>
381 #include <shogun/ui/GUIMath.h>
382 #include <shogun/ui/GUIKernel.h>
384 #include <shogun/ui/GUIConverter.h>
397 #include <shogun/statistics/HSIC.h>
403 #include <shogun/statistics/NOCCO.h>
407 #include <shogun/lib/Compressor.h>
408 #include <shogun/lib/Hash.h>
409 #include <shogun/lib/Time.h>
413 #include <shogun/lib/Data.h>
415 #include <shogun/lib/Set.h>
416 #include <shogun/lib/BitString.h>
418 #include <shogun/lib/IndexBlock.h>
419 #include <shogun/lib/Cache.h>
420 #include <shogun/lib/DynamicArray.h>
421 #include <shogun/lib/List.h>
422 #include <shogun/lib/Signal.h>
430 #include <shogun/latent/LatentSVM.h>
432 #include <shogun/metric/LMNN.h>
438 #include <shogun/mathematics/Math.h>
475 #include <shogun/converter/Isomap.h>
495 #include <shogun/classifier/LDA.h>
526 #include <shogun/loss/LogLoss.h>
527 #include <shogun/loss/HingeLoss.h>
528 #include <shogun/loss/HuberLoss.h>
530 #include <shogun/loss/SquaredLoss.h>
535 using namespace shogun;
536 
537 #define SHOGUN_TEMPLATE_CLASS
538 #define SHOGUN_BASIC_CLASS
539 static SHOGUN_BASIC_CLASS CSGObject* __new_CNormOne(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNormOne(): NULL; }
540 static SHOGUN_BASIC_CLASS CSGObject* __new_CPNorm(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPNorm(): NULL; }
541 static SHOGUN_BASIC_CLASS CSGObject* __new_CRescaleFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRescaleFeatures(): NULL; }
542 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelPCA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelPCA(): NULL; }
544 static SHOGUN_BASIC_CLASS CSGObject* __new_CBAHSIC(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBAHSIC(): NULL; }
545 static SHOGUN_BASIC_CLASS CSGObject* __new_CSortWordString(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSortWordString(): NULL; }
546 static SHOGUN_BASIC_CLASS CSGObject* __new_CPruneVarSubMean(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPruneVarSubMean(): NULL; }
547 static SHOGUN_BASIC_CLASS CSGObject* __new_CSumOne(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSumOne(): NULL; }
548 static SHOGUN_BASIC_CLASS CSGObject* __new_CHomogeneousKernelMap(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHomogeneousKernelMap(): NULL; }
549 static SHOGUN_BASIC_CLASS CSGObject* __new_CPCA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPCA(): NULL; }
550 static SHOGUN_BASIC_CLASS CSGObject* __new_CFisherLDA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFisherLDA(): NULL; }
551 static SHOGUN_BASIC_CLASS CSGObject* __new_CSortUlongString(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSortUlongString(): NULL; }
553 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogPlusOne(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogPlusOne(): NULL; }
554 static SHOGUN_BASIC_CLASS CSGObject* __new_CGradientCriterion(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGradientCriterion(): NULL; }
556 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanSquaredLogError(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanSquaredLogError(): NULL; }
557 static SHOGUN_BASIC_CLASS CSGObject* __new_CPRCEvaluation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPRCEvaluation(): NULL; }
558 static SHOGUN_BASIC_CLASS CSGObject* __new_CClusteringAccuracy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CClusteringAccuracy(): NULL; }
561 static SHOGUN_BASIC_CLASS CSGObject* __new_CStructuredAccuracy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStructuredAccuracy(): NULL; }
563 static SHOGUN_BASIC_CLASS CSGObject* __new_CAccuracyMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAccuracyMeasure(): NULL; }
564 static SHOGUN_BASIC_CLASS CSGObject* __new_CErrorRateMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CErrorRateMeasure(): NULL; }
565 static SHOGUN_BASIC_CLASS CSGObject* __new_CBALMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBALMeasure(): NULL; }
566 static SHOGUN_BASIC_CLASS CSGObject* __new_CWRACCMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWRACCMeasure(): NULL; }
567 static SHOGUN_BASIC_CLASS CSGObject* __new_CF1Measure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CF1Measure(): NULL; }
569 static SHOGUN_BASIC_CLASS CSGObject* __new_CRecallMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRecallMeasure(): NULL; }
570 static SHOGUN_BASIC_CLASS CSGObject* __new_CPrecisionMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPrecisionMeasure(): NULL; }
571 static SHOGUN_BASIC_CLASS CSGObject* __new_CSpecificityMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSpecificityMeasure(): NULL; }
572 static SHOGUN_BASIC_CLASS CSGObject* __new_CROCEvaluation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CROCEvaluation(): NULL; }
574 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanAbsoluteError(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanAbsoluteError(): NULL; }
575 static SHOGUN_BASIC_CLASS CSGObject* __new_CGradientResult(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGradientResult(): NULL; }
576 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanSquaredError(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanSquaredError(): NULL; }
577 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassAccuracy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassAccuracy(): NULL; }
581 static SHOGUN_BASIC_CLASS CSGObject* __new_CCrossValidation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCrossValidation(): NULL; }
582 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultilabelAccuracy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultilabelAccuracy(): NULL; }
584 static SHOGUN_BASIC_CLASS CSGObject* __new_CGradientEvaluation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGradientEvaluation(): NULL; }
586 static SHOGUN_BASIC_CLASS CSGObject* __new_CDomainAdaptationSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDomainAdaptationSVM(): NULL; }
591 static SHOGUN_BASIC_CLASS CSGObject* __new_CTaskTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTaskTree(): NULL; }
593 static SHOGUN_BASIC_CLASS CSGObject* __new_CTaskGroup(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTaskGroup(): NULL; }
595 static SHOGUN_BASIC_CLASS CSGObject* __new_CTask(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTask(): NULL; }
601 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibLinearMTL(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibLinearMTL(): NULL; }
602 static SHOGUN_BASIC_CLASS CSGObject* __new_CNode(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNode(): NULL; }
603 static SHOGUN_BASIC_CLASS CSGObject* __new_CTaxonomy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTaxonomy(): NULL; }
607 static SHOGUN_BASIC_CLASS CSGObject* __new_CGMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGMM(): NULL; }
608 static SHOGUN_BASIC_CLASS CSGObject* __new_CKMeans(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKMeans(): NULL; }
609 static SHOGUN_BASIC_CLASS CSGObject* __new_CHierarchical(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHierarchical(): NULL; }
610 static SHOGUN_BASIC_CLASS CSGObject* __new_CGeodesicMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGeodesicMetric(): NULL; }
611 static SHOGUN_BASIC_CLASS CSGObject* __new_CCustomDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCustomDistance(): NULL; }
612 static SHOGUN_BASIC_CLASS CSGObject* __new_CCanberraWordDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCanberraWordDistance(): NULL; }
613 static SHOGUN_BASIC_CLASS CSGObject* __new_CBrayCurtisDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBrayCurtisDistance(): NULL; }
614 static SHOGUN_BASIC_CLASS CSGObject* __new_CMahalanobisDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMahalanobisDistance(): NULL; }
615 static SHOGUN_BASIC_CLASS CSGObject* __new_CMinkowskiMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMinkowskiMetric(): NULL; }
616 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelDistance(): NULL; }
617 static SHOGUN_BASIC_CLASS CSGObject* __new_CHammingWordDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHammingWordDistance(): NULL; }
618 static SHOGUN_BASIC_CLASS CSGObject* __new_CChiSquareDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CChiSquareDistance(): NULL; }
620 static SHOGUN_BASIC_CLASS CSGObject* __new_CCanberraMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCanberraMetric(): NULL; }
621 static SHOGUN_BASIC_CLASS CSGObject* __new_CEuclideanDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CEuclideanDistance(): NULL; }
622 static SHOGUN_BASIC_CLASS CSGObject* __new_CJensenMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJensenMetric(): NULL; }
624 static SHOGUN_BASIC_CLASS CSGObject* __new_CManhattanMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CManhattanMetric(): NULL; }
626 static SHOGUN_BASIC_CLASS CSGObject* __new_CCosineDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCosineDistance(): NULL; }
627 static SHOGUN_BASIC_CLASS CSGObject* __new_CChebyshewMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CChebyshewMetric(): NULL; }
628 static SHOGUN_BASIC_CLASS CSGObject* __new_CTanimotoDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTanimotoDistance(): NULL; }
630 static SHOGUN_BASIC_CLASS CSGObject* __new_CDataGenerator(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDataGenerator(): NULL; }
631 static SHOGUN_BASIC_CLASS CSGObject* __new_CSubset(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSubset(): NULL; }
632 static SHOGUN_BASIC_CLASS CSGObject* __new_CCombinedDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCombinedDotFeatures(): NULL; }
633 static SHOGUN_BASIC_CLASS CSGObject* __new_CAlphabet(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAlphabet(): NULL; }
634 static SHOGUN_BASIC_CLASS CSGObject* __new_CExplicitSpecFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CExplicitSpecFeatures(): NULL; }
636 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingVwFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingVwFeatures(): NULL; }
639 static SHOGUN_BASIC_CLASS CSGObject* __new_CWDFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWDFeatures(): NULL; }
640 static SHOGUN_BASIC_CLASS CSGObject* __new_CCombinedFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCombinedFeatures(): NULL; }
641 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexFeatures(): NULL; }
642 static SHOGUN_BASIC_CLASS CSGObject* __new_CSNPFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSNPFeatures(): NULL; }
643 static SHOGUN_BASIC_CLASS CSGObject* __new_CBinnedDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBinnedDotFeatures(): NULL; }
644 static SHOGUN_BASIC_CLASS CSGObject* __new_CLBPPyrDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLBPPyrDotFeatures(): NULL; }
645 static SHOGUN_BASIC_CLASS CSGObject* __new_CPolyFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPolyFeatures(): NULL; }
646 static SHOGUN_BASIC_CLASS CSGObject* __new_CTOPFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTOPFeatures(): NULL; }
648 static SHOGUN_BASIC_CLASS CSGObject* __new_CHashedWDFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHashedWDFeatures(): NULL; }
650 static SHOGUN_BASIC_CLASS CSGObject* __new_CHashedDocDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHashedDocDotFeatures(): NULL; }
651 static SHOGUN_BASIC_CLASS CSGObject* __new_CFKFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFKFeatures(): NULL; }
652 static SHOGUN_BASIC_CLASS CSGObject* __new_CSubsetStack(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSubsetStack(): NULL; }
653 static SHOGUN_BASIC_CLASS CSGObject* __new_CRealFileFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRealFileFeatures(): NULL; }
654 static SHOGUN_BASIC_CLASS CSGObject* __new_CSparsePolyFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSparsePolyFeatures(): NULL; }
655 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraphFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraphFeatures(): NULL; }
657 static SHOGUN_BASIC_CLASS CSGObject* __new_CDummyFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDummyFeatures(): NULL; }
658 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentFeatures(): NULL; }
659 static SHOGUN_BASIC_CLASS CSGObject* __new_CLineReader(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLineReader(): NULL; }
660 static SHOGUN_BASIC_CLASS CSGObject* __new_CCSVFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCSVFile(): NULL; }
661 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVMFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVMFile(): NULL; }
662 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingVwCacheFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingVwCacheFile(): NULL; }
664 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingVwFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingVwFile(): NULL; }
665 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingFile(): NULL; }
666 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingAsciiFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingAsciiFile(): NULL; }
667 static SHOGUN_BASIC_CLASS CSGObject* __new_CBinaryFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBinaryFile(): NULL; }
669 static SHOGUN_BASIC_CLASS CSGObject* __new_CIOBuffer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIOBuffer(): NULL; }
670 static SHOGUN_BASIC_CLASS CSGObject* __new_CFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFile(): NULL; }
671 static SHOGUN_BASIC_CLASS CSGObject* __new_CUAIFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CUAIFile(): NULL; }
672 static SHOGUN_BASIC_CLASS CSGObject* __new_CParser(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CParser(): NULL; }
673 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralNetworkFileReader(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralNetworkFileReader(): NULL; }
675 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralNetwork(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralNetwork(): NULL; }
676 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralLayers(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralLayers(): NULL; }
677 static SHOGUN_BASIC_CLASS CSGObject* __new_CDeepAutoencoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDeepAutoencoder(): NULL; }
679 static SHOGUN_BASIC_CLASS CSGObject* __new_CRBM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRBM(): NULL; }
680 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralLinearLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralLinearLayer(): NULL; }
681 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralSoftmaxLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralSoftmaxLayer(): NULL; }
683 static SHOGUN_BASIC_CLASS CSGObject* __new_CDeepBeliefNetwork(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDeepBeliefNetwork(): NULL; }
684 static SHOGUN_BASIC_CLASS CSGObject* __new_CAutoencoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAutoencoder(): NULL; }
685 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralLogisticLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralLogisticLayer(): NULL; }
686 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralInputLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralInputLayer(): NULL; }
687 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralLayer(): NULL; }
688 static SHOGUN_BASIC_CLASS CSGObject* __new_CPyramidChi2(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPyramidChi2(): NULL; }
697 static SHOGUN_BASIC_CLASS CSGObject* __new_CDiceKernelNormalizer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDiceKernelNormalizer(): NULL; }
699 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianShiftKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianShiftKernel(): NULL; }
700 static SHOGUN_BASIC_CLASS CSGObject* __new_CCircularKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCircularKernel(): NULL; }
701 static SHOGUN_BASIC_CLASS CSGObject* __new_CPeriodicKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPeriodicKernel(): NULL; }
702 static SHOGUN_BASIC_CLASS CSGObject* __new_CANOVAKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CANOVAKernel(): NULL; }
704 static SHOGUN_BASIC_CLASS CSGObject* __new_CPowerKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPowerKernel(): NULL; }
706 static SHOGUN_BASIC_CLASS CSGObject* __new_CBesselKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBesselKernel(): NULL; }
707 static SHOGUN_BASIC_CLASS CSGObject* __new_CWaveKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWaveKernel(): NULL; }
709 static SHOGUN_BASIC_CLASS CSGObject* __new_CExponentialKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CExponentialKernel(): NULL; }
710 static SHOGUN_BASIC_CLASS CSGObject* __new_CTStudentKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTStudentKernel(): NULL; }
711 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogKernel(): NULL; }
712 static SHOGUN_BASIC_CLASS CSGObject* __new_CAUCKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAUCKernel(): NULL; }
713 static SHOGUN_BASIC_CLASS CSGObject* __new_CProductKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CProductKernel(): NULL; }
714 static SHOGUN_BASIC_CLASS CSGObject* __new_CChi2Kernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CChi2Kernel(): NULL; }
716 static SHOGUN_BASIC_CLASS CSGObject* __new_CConstKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CConstKernel(): NULL; }
717 static SHOGUN_BASIC_CLASS CSGObject* __new_CSplineKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSplineKernel(): NULL; }
720 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianARDKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianARDKernel(): NULL; }
721 static SHOGUN_BASIC_CLASS CSGObject* __new_CJensenShannonKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJensenShannonKernel(): NULL; }
732 static SHOGUN_BASIC_CLASS CSGObject* __new_CSNPStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSNPStringKernel(): NULL; }
735 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearStringKernel(): NULL; }
740 static SHOGUN_BASIC_CLASS CSGObject* __new_COligoStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COligoStringKernel(): NULL; }
741 static SHOGUN_BASIC_CLASS CSGObject* __new_CSpectrumRBFKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSpectrumRBFKernel(): NULL; }
743 static SHOGUN_BASIC_CLASS CSGObject* __new_CCommWordStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCommWordStringKernel(): NULL; }
746 static SHOGUN_BASIC_CLASS CSGObject* __new_CSphericalKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSphericalKernel(): NULL; }
747 static SHOGUN_BASIC_CLASS CSGObject* __new_CWaveletKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWaveletKernel(): NULL; }
748 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianKernel(): NULL; }
749 static SHOGUN_BASIC_CLASS CSGObject* __new_CDistanceKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDistanceKernel(): NULL; }
750 static SHOGUN_BASIC_CLASS CSGObject* __new_CSigmoidKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSigmoidKernel(): NULL; }
751 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultiquadricKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultiquadricKernel(): NULL; }
752 static SHOGUN_BASIC_CLASS CSGObject* __new_CCombinedKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCombinedKernel(): NULL; }
753 static SHOGUN_BASIC_CLASS CSGObject* __new_CCustomKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCustomKernel(): NULL; }
754 static SHOGUN_BASIC_CLASS CSGObject* __new_CPolyKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPolyKernel(): NULL; }
755 static SHOGUN_BASIC_CLASS CSGObject* __new_CDiagKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDiagKernel(): NULL; }
756 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearKernel(): NULL; }
757 static SHOGUN_BASIC_CLASS CSGObject* __new_CCauchyKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCauchyKernel(): NULL; }
758 static SHOGUN_BASIC_CLASS CSGObject* __new_CRegressionLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRegressionLabels(): NULL; }
759 static SHOGUN_BASIC_CLASS CSGObject* __new_CLabelsFactory(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLabelsFactory(): NULL; }
761 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraphLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraphLabels(): NULL; }
762 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassLabels(): NULL; }
763 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentLabels(): NULL; }
764 static SHOGUN_BASIC_CLASS CSGObject* __new_CBinaryLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBinaryLabels(): NULL; }
765 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultilabelLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultilabelLabels(): NULL; }
766 static SHOGUN_BASIC_CLASS CSGObject* __new_CStructuredLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStructuredLabels(): NULL; }
767 static SHOGUN_BASIC_CLASS CSGObject* __new_CQDA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQDA(): NULL; }
768 static SHOGUN_BASIC_CLASS CSGObject* __new_CLaRank(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLaRank(): NULL; }
769 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassLibSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassLibSVM(): NULL; }
770 static SHOGUN_BASIC_CLASS CSGObject* __new_CScatterSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CScatterSVM(): NULL; }
771 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassSVM(): NULL; }
772 static SHOGUN_BASIC_CLASS CSGObject* __new_CShareBoost(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CShareBoost(): NULL; }
773 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianNaiveBayes(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianNaiveBayes(): NULL; }
775 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCOVREncoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCOVREncoder(): NULL; }
776 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCOVOEncoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCOVOEncoder(): NULL; }
777 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCEDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCEDDecoder(): NULL; }
778 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCHDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCHDDecoder(): NULL; }
780 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCAEDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCAEDDecoder(): NULL; }
782 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCLLBDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCLLBDecoder(): NULL; }
784 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCStrategy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCStrategy(): NULL; }
785 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCForestEncoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCForestEncoder(): NULL; }
786 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCIHDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCIHDDecoder(): NULL; }
787 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassOCAS(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassOCAS(): NULL; }
788 static SHOGUN_BASIC_CLASS CSGObject* __new_CGMNPSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGMNPSVM(): NULL; }
789 static SHOGUN_BASIC_CLASS CSGObject* __new_CMCLDA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMCLDA(): NULL; }
795 static SHOGUN_BASIC_CLASS CSGObject* __new_CID3ClassifierTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CID3ClassifierTree(): NULL; }
796 static SHOGUN_BASIC_CLASS CSGObject* __new_CCARTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCARTree(): NULL; }
797 static SHOGUN_BASIC_CLASS CSGObject* __new_CRelaxedTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRelaxedTree(): NULL; }
798 static SHOGUN_BASIC_CLASS CSGObject* __new_CBallTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBallTree(): NULL; }
800 static SHOGUN_BASIC_CLASS CSGObject* __new_CKDTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKDTree(): NULL; }
801 static SHOGUN_BASIC_CLASS CSGObject* __new_CC45ClassifierTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CC45ClassifierTree(): NULL; }
802 static SHOGUN_BASIC_CLASS CSGObject* __new_CRandomCARTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRandomCARTree(): NULL; }
803 static SHOGUN_BASIC_CLASS CSGObject* __new_CCHAIDTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCHAIDTree(): NULL; }
804 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassLibLinear(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassLibLinear(): NULL; }
806 static SHOGUN_BASIC_CLASS CSGObject* __new_CKNN(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKNN(): NULL; }
807 static SHOGUN_BASIC_CLASS CSGObject* __new_CGMNPLib(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGMNPLib(): NULL; }
808 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussian(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussian(): NULL; }
809 static SHOGUN_BASIC_CLASS CSGObject* __new_CEMMixtureModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CEMMixtureModel(): NULL; }
810 static SHOGUN_BASIC_CLASS CSGObject* __new_CHistogram(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHistogram(): NULL; }
811 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelDensity(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelDensity(): NULL; }
812 static SHOGUN_BASIC_CLASS CSGObject* __new_CHMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHMM(): NULL; }
813 static SHOGUN_BASIC_CLASS CSGObject* __new_CMixtureModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMixtureModel(): NULL; }
814 static SHOGUN_BASIC_CLASS CSGObject* __new_CPositionalPWM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPositionalPWM(): NULL; }
815 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianDistribution(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianDistribution(): NULL; }
816 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearHMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearHMM(): NULL; }
817 static SHOGUN_BASIC_CLASS CSGObject* __new_CTron(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTron(): NULL; }
818 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultilabelModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultilabelModel(): NULL; }
819 static SHOGUN_BASIC_CLASS CSGObject* __new_CSegmentLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSegmentLoss(): NULL; }
820 static SHOGUN_BASIC_CLASS CSGObject* __new_CCCSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCCSOSVM(): NULL; }
821 static SHOGUN_BASIC_CLASS CSGObject* __new_CDisjointSet(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDisjointSet(): NULL; }
822 static SHOGUN_BASIC_CLASS CSGObject* __new_CPlifArray(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPlifArray(): NULL; }
824 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraphModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraphModel(): NULL; }
825 static SHOGUN_BASIC_CLASS CSGObject* __new_CSparseMultilabel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSparseMultilabel(): NULL; }
826 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultilabelSOLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultilabelSOLabels(): NULL; }
827 static SHOGUN_BASIC_CLASS CSGObject* __new_CTwoStateModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTwoStateModel(): NULL; }
828 static SHOGUN_BASIC_CLASS CSGObject* __new_CIntronList(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIntronList(): NULL; }
829 static SHOGUN_BASIC_CLASS CSGObject* __new_CStochasticSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStochasticSOSVM(): NULL; }
830 static SHOGUN_BASIC_CLASS CSGObject* __new_CPlifMatrix(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPlifMatrix(): NULL; }
831 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassModel(): NULL; }
832 static SHOGUN_BASIC_CLASS CSGObject* __new_CSequence(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSequence(): NULL; }
833 static SHOGUN_BASIC_CLASS CSGObject* __new_CSequenceLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSequenceLabels(): NULL; }
834 static SHOGUN_BASIC_CLASS CSGObject* __new_CGEMPLP(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGEMPLP(): NULL; }
835 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassSOLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassSOLabels(): NULL; }
836 static SHOGUN_BASIC_CLASS CSGObject* __new_CSOSVMHelper(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSOSVMHelper(): NULL; }
837 static SHOGUN_BASIC_CLASS CSGObject* __new_CDynProg(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDynProg(): NULL; }
838 static SHOGUN_BASIC_CLASS CSGObject* __new_CMAPInference(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMAPInference(): NULL; }
839 static SHOGUN_BASIC_CLASS CSGObject* __new_CDualLibQPBMSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDualLibQPBMSOSVM(): NULL; }
841 static SHOGUN_BASIC_CLASS CSGObject* __new_CHMSVMModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHMSVMModel(): NULL; }
842 static SHOGUN_BASIC_CLASS CSGObject* __new_CFWSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFWSOSVM(): NULL; }
843 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorDataSource(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorDataSource(): NULL; }
844 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactor(): NULL; }
845 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultilabelCLRModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultilabelCLRModel(): NULL; }
846 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorType(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorType(): NULL; }
847 static SHOGUN_BASIC_CLASS CSGObject* __new_CTableFactorType(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTableFactorType(): NULL; }
848 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraph(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraph(): NULL; }
849 static SHOGUN_BASIC_CLASS CSGObject* __new_CPlif(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPlif(): NULL; }
850 static SHOGUN_BASIC_CLASS CSGObject* __new_CGraphCut(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGraphCut(): NULL; }
852 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelMachine(): NULL; }
853 static SHOGUN_BASIC_CLASS CSGObject* __new_COnlineLinearMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COnlineLinearMachine(): NULL; }
854 static SHOGUN_BASIC_CLASS CSGObject* __new_CMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMachine(): NULL; }
855 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearMachine(): NULL; }
856 static SHOGUN_BASIC_CLASS CSGObject* __new_CRandomForest(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRandomForest(): NULL; }
859 static SHOGUN_BASIC_CLASS CSGObject* __new_CStochasticGBMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStochasticGBMachine(): NULL; }
860 static SHOGUN_BASIC_CLASS CSGObject* __new_CDistanceMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDistanceMachine(): NULL; }
862 static SHOGUN_BASIC_CLASS CSGObject* __new_CBaggingMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBaggingMachine(): NULL; }
868 static SHOGUN_BASIC_CLASS CSGObject* __new_CExactInferenceMethod(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CExactInferenceMethod(): NULL; }
871 static SHOGUN_BASIC_CLASS CSGObject* __new_CConstMean(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CConstMean(): NULL; }
873 static SHOGUN_BASIC_CLASS CSGObject* __new_CProbitLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CProbitLikelihood(): NULL; }
876 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianLikelihood(): NULL; }
877 static SHOGUN_BASIC_CLASS CSGObject* __new_CStudentsTLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStudentsTLikelihood(): NULL; }
879 static SHOGUN_BASIC_CLASS CSGObject* __new_CEPInferenceMethod(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CEPInferenceMethod(): NULL; }
881 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogitLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogitLikelihood(): NULL; }
886 static SHOGUN_BASIC_CLASS CSGObject* __new_CProbitVGLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CProbitVGLikelihood(): NULL; }
887 static SHOGUN_BASIC_CLASS CSGObject* __new_CFITCInferenceMethod(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFITCInferenceMethod(): NULL; }
888 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogitVGLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogitVGLikelihood(): NULL; }
889 static SHOGUN_BASIC_CLASS CSGObject* __new_CZeroMean(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CZeroMean(): NULL; }
890 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogitDVGLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogitDVGLikelihood(): NULL; }
891 static SHOGUN_BASIC_CLASS CSGObject* __new_CSoftMaxLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSoftMaxLikelihood(): NULL; }
894 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIFeatures(): NULL; }
895 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUITime(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUITime(): NULL; }
896 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIHMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIHMM(): NULL; }
897 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIDistance(): NULL; }
898 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIClassifier(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIClassifier(): NULL; }
899 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIPluginEstimate(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIPluginEstimate(): NULL; }
900 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUILabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUILabels(): NULL; }
901 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIStructure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIStructure(): NULL; }
902 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIMath(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIMath(): NULL; }
903 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIKernel(): NULL; }
904 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIPreprocessor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIPreprocessor(): NULL; }
905 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIConverter(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIConverter(): NULL; }
908 static SHOGUN_BASIC_CLASS CSGObject* __new_CLeastAngleRegression(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLeastAngleRegression(): NULL; }
911 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVRLight(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVRLight(): NULL; }
912 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibLinearRegression(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibLinearRegression(): NULL; }
913 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVR(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVR(): NULL; }
914 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLRegression(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLRegression(): NULL; }
915 static SHOGUN_BASIC_CLASS CSGObject* __new_CWeightedMajorityVote(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWeightedMajorityVote(): NULL; }
916 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanRule(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanRule(): NULL; }
917 static SHOGUN_BASIC_CLASS CSGObject* __new_CMajorityVote(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMajorityVote(): NULL; }
918 static SHOGUN_BASIC_CLASS CSGObject* __new_CHSIC(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHSIC(): NULL; }
920 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearTimeMMD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearTimeMMD(): NULL; }
921 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelMeanMatching(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelMeanMatching(): NULL; }
924 static SHOGUN_BASIC_CLASS CSGObject* __new_CNOCCO(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNOCCO(): NULL; }
927 static SHOGUN_BASIC_CLASS CSGObject* __new_CQuadraticTimeMMD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQuadraticTimeMMD(): NULL; }
928 static SHOGUN_BASIC_CLASS CSGObject* __new_CCompressor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCompressor(): NULL; }
929 static SHOGUN_BASIC_CLASS CSGObject* __new_CHash(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHash(): NULL; }
931 static SHOGUN_BASIC_CLASS CSGObject* __new_CJobResult(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJobResult(): NULL; }
932 static SHOGUN_BASIC_CLASS CSGObject* __new_CTime(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTime(): NULL; }
933 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexBlockGroup(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexBlockGroup(): NULL; }
934 static SHOGUN_BASIC_CLASS CSGObject* __new_CStructuredData(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStructuredData(): NULL; }
935 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexBlockTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexBlockTree(): NULL; }
936 static SHOGUN_BASIC_CLASS CSGObject* __new_CData(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CData(): NULL; }
937 static SHOGUN_BASIC_CLASS CSGObject* __new_CDynamicObjectArray(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDynamicObjectArray(): NULL; }
938 static SHOGUN_BASIC_CLASS CSGObject* __new_CBitString(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBitString(): NULL; }
939 static SHOGUN_BASIC_CLASS CSGObject* __new_CDelimiterTokenizer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDelimiterTokenizer(): NULL; }
940 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexBlock(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexBlock(): NULL; }
941 static SHOGUN_BASIC_CLASS CSGObject* __new_CListElement(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CListElement(): NULL; }
942 static SHOGUN_BASIC_CLASS CSGObject* __new_CList(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CList(): NULL; }
943 static SHOGUN_BASIC_CLASS CSGObject* __new_CSignal(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSignal(): NULL; }
944 static SHOGUN_BASIC_CLASS CSGObject* __new_CCircularBuffer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCircularBuffer(): NULL; }
945 static SHOGUN_BASIC_CLASS CSGObject* __new_CNGramTokenizer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNGramTokenizer(): NULL; }
946 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentSVM(): NULL; }
947 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentSOSVM(): NULL; }
948 static SHOGUN_BASIC_CLASS CSGObject* __new_CLMNN(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLMNN(): NULL; }
949 static SHOGUN_BASIC_CLASS CSGObject* __new_CLMNNStatistics(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLMNNStatistics(): NULL; }
951 static SHOGUN_BASIC_CLASS CSGObject* __new_CDirectEigenSolver(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDirectEigenSolver(): NULL; }
952 static SHOGUN_BASIC_CLASS CSGObject* __new_CLanczosEigenSolver(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLanczosEigenSolver(): NULL; }
956 static SHOGUN_BASIC_CLASS CSGObject* __new_CProbingSampler(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CProbingSampler(): NULL; }
957 static SHOGUN_BASIC_CLASS CSGObject* __new_CNormalSampler(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNormalSampler(): NULL; }
960 static SHOGUN_BASIC_CLASS CSGObject* __new_CDenseExactLogJob(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDenseExactLogJob(): NULL; }
962 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogDetEstimator(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogDetEstimator(): NULL; }
964 static SHOGUN_BASIC_CLASS CSGObject* __new_CDenseMatrixExactLog(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDenseMatrixExactLog(): NULL; }
966 static SHOGUN_BASIC_CLASS CSGObject* __new_CStatistics(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStatistics(): NULL; }
967 static SHOGUN_BASIC_CLASS CSGObject* __new_CRandom(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRandom(): NULL; }
969 static SHOGUN_BASIC_CLASS CSGObject* __new_CIntegration(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIntegration(): NULL; }
970 static SHOGUN_BASIC_CLASS CSGObject* __new_CMath(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMath(): NULL; }
971 static SHOGUN_BASIC_CLASS CSGObject* __new_CQDiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQDiag(): NULL; }
972 static SHOGUN_BASIC_CLASS CSGObject* __new_CUWedge(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CUWedge(): NULL; }
973 static SHOGUN_BASIC_CLASS CSGObject* __new_CJADiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJADiag(): NULL; }
974 static SHOGUN_BASIC_CLASS CSGObject* __new_CFFDiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFFDiag(): NULL; }
975 static SHOGUN_BASIC_CLASS CSGObject* __new_CJediDiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJediDiag(): NULL; }
976 static SHOGUN_BASIC_CLASS CSGObject* __new_CJADiagOrth(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJADiagOrth(): NULL; }
979 static SHOGUN_BASIC_CLASS CSGObject* __new_CParameterCombination(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CParameterCombination(): NULL; }
984 static SHOGUN_BASIC_CLASS CSGObject* __new_CLaplacianEigenmaps(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLaplacianEigenmaps(): NULL; }
990 static SHOGUN_BASIC_CLASS CSGObject* __new_CJade(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJade(): NULL; }
991 static SHOGUN_BASIC_CLASS CSGObject* __new_CFFSep(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFFSep(): NULL; }
992 static SHOGUN_BASIC_CLASS CSGObject* __new_CFastICA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFastICA(): NULL; }
993 static SHOGUN_BASIC_CLASS CSGObject* __new_CJediSep(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJediSep(): NULL; }
994 static SHOGUN_BASIC_CLASS CSGObject* __new_CUWedgeSep(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CUWedgeSep(): NULL; }
995 static SHOGUN_BASIC_CLASS CSGObject* __new_CSOBI(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSOBI(): NULL; }
996 static SHOGUN_BASIC_CLASS CSGObject* __new_CIsomap(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIsomap(): NULL; }
997 static SHOGUN_BASIC_CLASS CSGObject* __new_CDiffusionMaps(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDiffusionMaps(): NULL; }
999 static SHOGUN_BASIC_CLASS CSGObject* __new_CManifoldSculpting(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CManifoldSculpting(): NULL; }
1000 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorAnalysis(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorAnalysis(): NULL; }
1003 static SHOGUN_BASIC_CLASS CSGObject* __new_CHashedDocConverter(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHashedDocConverter(): NULL; }
1004 static SHOGUN_BASIC_CLASS CSGObject* __new_CAveragedPerceptron(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAveragedPerceptron(): NULL; }
1005 static SHOGUN_BASIC_CLASS CSGObject* __new_CPerceptron(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPerceptron(): NULL; }
1007 static SHOGUN_BASIC_CLASS CSGObject* __new_CPluginEstimate(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPluginEstimate(): NULL; }
1008 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLMulticlass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLMulticlass(): NULL; }
1009 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLOneClass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLOneClass(): NULL; }
1010 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLClassification(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLClassification(): NULL; }
1011 static SHOGUN_BASIC_CLASS CSGObject* __new_CVowpalWabbit(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVowpalWabbit(): NULL; }
1012 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwAdaptiveLearner(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwAdaptiveLearner(): NULL; }
1014 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwRegressor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwRegressor(): NULL; }
1015 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwNativeCacheReader(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwNativeCacheReader(): NULL; }
1016 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwNativeCacheWriter(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwNativeCacheWriter(): NULL; }
1017 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwEnvironment(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwEnvironment(): NULL; }
1018 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwParser(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwParser(): NULL; }
1019 static SHOGUN_BASIC_CLASS CSGObject* __new_CNearestCentroid(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNearestCentroid(): NULL; }
1020 static SHOGUN_BASIC_CLASS CSGObject* __new_CGPBTSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGPBTSVM(): NULL; }
1021 static SHOGUN_BASIC_CLASS CSGObject* __new_CSGDQN(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSGDQN(): NULL; }
1022 static SHOGUN_BASIC_CLASS CSGObject* __new_CGNPPSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGNPPSVM(): NULL; }
1023 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVM(): NULL; }
1024 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibLinear(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibLinear(): NULL; }
1025 static SHOGUN_BASIC_CLASS CSGObject* __new_CGNPPLib(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGNPPLib(): NULL; }
1026 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVM(): NULL; }
1027 static SHOGUN_BASIC_CLASS CSGObject* __new_CMPDSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMPDSVM(): NULL; }
1028 static SHOGUN_BASIC_CLASS CSGObject* __new_CWDSVMOcas(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWDSVMOcas(): NULL; }
1029 static SHOGUN_BASIC_CLASS CSGObject* __new_COnlineLibLinear(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COnlineLibLinear(): NULL; }
1030 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMLight(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMLight(): NULL; }
1031 static SHOGUN_BASIC_CLASS CSGObject* __new_CQPBSVMLib(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQPBSVMLib(): NULL; }
1032 static SHOGUN_BASIC_CLASS CSGObject* __new_CNewtonSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNewtonSVM(): NULL; }
1033 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMLin(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMLin(): NULL; }
1034 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMSGD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMSGD(): NULL; }
1035 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVMOneClass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVMOneClass(): NULL; }
1036 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMLightOneClass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMLightOneClass(): NULL; }
1037 static SHOGUN_BASIC_CLASS CSGObject* __new_COnlineSVMSGD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COnlineSVMSGD(): NULL; }
1038 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMOcas(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMOcas(): NULL; }
1040 static SHOGUN_BASIC_CLASS CSGObject* __new_CLDA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLDA(): NULL; }
1041 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogLoss(): NULL; }
1042 static SHOGUN_BASIC_CLASS CSGObject* __new_CHingeLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHingeLoss(): NULL; }
1043 static SHOGUN_BASIC_CLASS CSGObject* __new_CHuberLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHuberLoss(): NULL; }
1044 static SHOGUN_BASIC_CLASS CSGObject* __new_CSquaredHingeLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSquaredHingeLoss(): NULL; }
1045 static SHOGUN_BASIC_CLASS CSGObject* __new_CSquaredLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSquaredLoss(): NULL; }
1046 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogLossMargin(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogLossMargin(): NULL; }
1047 static SHOGUN_BASIC_CLASS CSGObject* __new_CExponentialLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CExponentialLoss(): NULL; }
1049 static SHOGUN_BASIC_CLASS CSGObject* __new_CSmoothHingeLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSmoothHingeLoss(): NULL; }
1051 {
1052  switch (g)
1053  {
1054  case PT_BOOL: return new CDecompressString<bool>();
1055  case PT_CHAR: return new CDecompressString<char>();
1056  case PT_INT8: return new CDecompressString<int8_t>();
1057  case PT_UINT8: return new CDecompressString<uint8_t>();
1058  case PT_INT16: return new CDecompressString<int16_t>();
1059  case PT_UINT16: return new CDecompressString<uint16_t>();
1060  case PT_INT32: return new CDecompressString<int32_t>();
1061  case PT_UINT32: return new CDecompressString<uint32_t>();
1062  case PT_INT64: return new CDecompressString<int64_t>();
1063  case PT_UINT64: return new CDecompressString<uint64_t>();
1064  case PT_FLOAT32: return new CDecompressString<float32_t>();
1065  case PT_FLOAT64: return new CDecompressString<float64_t>();
1066  case PT_FLOATMAX: return new CDecompressString<floatmax_t>();
1067  case PT_COMPLEX128: return NULL;
1068  case PT_SGOBJECT:
1069  case PT_UNDEFINED: return NULL;
1070  }
1071  return NULL;
1072 }
1074 {
1075  switch (g)
1076  {
1077  case PT_BOOL: return new CStringFeatures<bool>();
1078  case PT_CHAR: return new CStringFeatures<char>();
1079  case PT_INT8: return new CStringFeatures<int8_t>();
1080  case PT_UINT8: return new CStringFeatures<uint8_t>();
1081  case PT_INT16: return new CStringFeatures<int16_t>();
1082  case PT_UINT16: return new CStringFeatures<uint16_t>();
1083  case PT_INT32: return new CStringFeatures<int32_t>();
1084  case PT_UINT32: return new CStringFeatures<uint32_t>();
1085  case PT_INT64: return new CStringFeatures<int64_t>();
1086  case PT_UINT64: return new CStringFeatures<uint64_t>();
1087  case PT_FLOAT32: return new CStringFeatures<float32_t>();
1088  case PT_FLOAT64: return new CStringFeatures<float64_t>();
1089  case PT_FLOATMAX: return new CStringFeatures<floatmax_t>();
1090  case PT_COMPLEX128: return NULL;
1091  case PT_SGOBJECT:
1092  case PT_UNDEFINED: return NULL;
1093  }
1094  return NULL;
1095 }
1097 {
1098  switch (g)
1099  {
1100  case PT_BOOL: return new CDenseSubSamplesFeatures<bool>();
1101  case PT_CHAR: return new CDenseSubSamplesFeatures<char>();
1102  case PT_INT8: return new CDenseSubSamplesFeatures<int8_t>();
1103  case PT_UINT8: return new CDenseSubSamplesFeatures<uint8_t>();
1104  case PT_INT16: return new CDenseSubSamplesFeatures<int16_t>();
1105  case PT_UINT16: return new CDenseSubSamplesFeatures<uint16_t>();
1106  case PT_INT32: return new CDenseSubSamplesFeatures<int32_t>();
1107  case PT_UINT32: return new CDenseSubSamplesFeatures<uint32_t>();
1108  case PT_INT64: return new CDenseSubSamplesFeatures<int64_t>();
1109  case PT_UINT64: return new CDenseSubSamplesFeatures<uint64_t>();
1110  case PT_FLOAT32: return new CDenseSubSamplesFeatures<float32_t>();
1111  case PT_FLOAT64: return new CDenseSubSamplesFeatures<float64_t>();
1112  case PT_FLOATMAX: return new CDenseSubSamplesFeatures<floatmax_t>();
1113  case PT_COMPLEX128: return NULL;
1114  case PT_SGOBJECT:
1115  case PT_UNDEFINED: return NULL;
1116  }
1117  return NULL;
1118 }
1120 {
1121  switch (g)
1122  {
1123  case PT_BOOL: return new CDenseFeatures<bool>();
1124  case PT_CHAR: return new CDenseFeatures<char>();
1125  case PT_INT8: return new CDenseFeatures<int8_t>();
1126  case PT_UINT8: return new CDenseFeatures<uint8_t>();
1127  case PT_INT16: return new CDenseFeatures<int16_t>();
1128  case PT_UINT16: return new CDenseFeatures<uint16_t>();
1129  case PT_INT32: return new CDenseFeatures<int32_t>();
1130  case PT_UINT32: return new CDenseFeatures<uint32_t>();
1131  case PT_INT64: return new CDenseFeatures<int64_t>();
1132  case PT_UINT64: return new CDenseFeatures<uint64_t>();
1133  case PT_FLOAT32: return new CDenseFeatures<float32_t>();
1134  case PT_FLOAT64: return new CDenseFeatures<float64_t>();
1135  case PT_FLOATMAX: return new CDenseFeatures<floatmax_t>();
1136  case PT_COMPLEX128: return NULL;
1137  case PT_SGOBJECT:
1138  case PT_UNDEFINED: return NULL;
1139  }
1140  return NULL;
1141 }
1143 {
1144  switch (g)
1145  {
1146  case PT_BOOL: return new CStreamingHashedDenseFeatures<bool>();
1147  case PT_CHAR: return new CStreamingHashedDenseFeatures<char>();
1148  case PT_INT8: return new CStreamingHashedDenseFeatures<int8_t>();
1149  case PT_UINT8: return new CStreamingHashedDenseFeatures<uint8_t>();
1150  case PT_INT16: return new CStreamingHashedDenseFeatures<int16_t>();
1151  case PT_UINT16: return new CStreamingHashedDenseFeatures<uint16_t>();
1152  case PT_INT32: return new CStreamingHashedDenseFeatures<int32_t>();
1153  case PT_UINT32: return new CStreamingHashedDenseFeatures<uint32_t>();
1154  case PT_INT64: return new CStreamingHashedDenseFeatures<int64_t>();
1155  case PT_UINT64: return new CStreamingHashedDenseFeatures<uint64_t>();
1156  case PT_FLOAT32: return new CStreamingHashedDenseFeatures<float32_t>();
1157  case PT_FLOAT64: return new CStreamingHashedDenseFeatures<float64_t>();
1158  case PT_FLOATMAX: return new CStreamingHashedDenseFeatures<floatmax_t>();
1159  case PT_COMPLEX128: return NULL;
1160  case PT_SGOBJECT:
1161  case PT_UNDEFINED: return NULL;
1162  }
1163  return NULL;
1164 }
1166 {
1167  switch (g)
1168  {
1169  case PT_BOOL: return new CStreamingDenseFeatures<bool>();
1170  case PT_CHAR: return new CStreamingDenseFeatures<char>();
1171  case PT_INT8: return new CStreamingDenseFeatures<int8_t>();
1172  case PT_UINT8: return new CStreamingDenseFeatures<uint8_t>();
1173  case PT_INT16: return new CStreamingDenseFeatures<int16_t>();
1174  case PT_UINT16: return new CStreamingDenseFeatures<uint16_t>();
1175  case PT_INT32: return new CStreamingDenseFeatures<int32_t>();
1176  case PT_UINT32: return new CStreamingDenseFeatures<uint32_t>();
1177  case PT_INT64: return new CStreamingDenseFeatures<int64_t>();
1178  case PT_UINT64: return new CStreamingDenseFeatures<uint64_t>();
1179  case PT_FLOAT32: return new CStreamingDenseFeatures<float32_t>();
1180  case PT_FLOAT64: return new CStreamingDenseFeatures<float64_t>();
1181  case PT_FLOATMAX: return new CStreamingDenseFeatures<floatmax_t>();
1182  case PT_COMPLEX128: return NULL;
1183  case PT_SGOBJECT:
1184  case PT_UNDEFINED: return NULL;
1185  }
1186  return NULL;
1187 }
1189 {
1190  switch (g)
1191  {
1192  case PT_BOOL: return new CStreamingStringFeatures<bool>();
1193  case PT_CHAR: return new CStreamingStringFeatures<char>();
1194  case PT_INT8: return new CStreamingStringFeatures<int8_t>();
1195  case PT_UINT8: return new CStreamingStringFeatures<uint8_t>();
1196  case PT_INT16: return new CStreamingStringFeatures<int16_t>();
1197  case PT_UINT16: return new CStreamingStringFeatures<uint16_t>();
1198  case PT_INT32: return new CStreamingStringFeatures<int32_t>();
1199  case PT_UINT32: return new CStreamingStringFeatures<uint32_t>();
1200  case PT_INT64: return new CStreamingStringFeatures<int64_t>();
1201  case PT_UINT64: return new CStreamingStringFeatures<uint64_t>();
1202  case PT_FLOAT32: return new CStreamingStringFeatures<float32_t>();
1203  case PT_FLOAT64: return new CStreamingStringFeatures<float64_t>();
1204  case PT_FLOATMAX: return new CStreamingStringFeatures<floatmax_t>();
1205  case PT_COMPLEX128: return NULL;
1206  case PT_SGOBJECT:
1207  case PT_UNDEFINED: return NULL;
1208  }
1209  return NULL;
1210 }
1212 {
1213  switch (g)
1214  {
1215  case PT_BOOL: return new CStreamingHashedSparseFeatures<bool>();
1216  case PT_CHAR: return new CStreamingHashedSparseFeatures<char>();
1217  case PT_INT8: return new CStreamingHashedSparseFeatures<int8_t>();
1218  case PT_UINT8: return new CStreamingHashedSparseFeatures<uint8_t>();
1219  case PT_INT16: return new CStreamingHashedSparseFeatures<int16_t>();
1220  case PT_UINT16: return new CStreamingHashedSparseFeatures<uint16_t>();
1221  case PT_INT32: return new CStreamingHashedSparseFeatures<int32_t>();
1222  case PT_UINT32: return new CStreamingHashedSparseFeatures<uint32_t>();
1223  case PT_INT64: return new CStreamingHashedSparseFeatures<int64_t>();
1224  case PT_UINT64: return new CStreamingHashedSparseFeatures<uint64_t>();
1225  case PT_FLOAT32: return new CStreamingHashedSparseFeatures<float32_t>();
1226  case PT_FLOAT64: return new CStreamingHashedSparseFeatures<float64_t>();
1227  case PT_FLOATMAX: return new CStreamingHashedSparseFeatures<floatmax_t>();
1228  case PT_COMPLEX128: return NULL;
1229  case PT_SGOBJECT:
1230  case PT_UNDEFINED: return NULL;
1231  }
1232  return NULL;
1233 }
1235 {
1236  switch (g)
1237  {
1238  case PT_BOOL: return new CStreamingSparseFeatures<bool>();
1239  case PT_CHAR: return new CStreamingSparseFeatures<char>();
1240  case PT_INT8: return new CStreamingSparseFeatures<int8_t>();
1241  case PT_UINT8: return new CStreamingSparseFeatures<uint8_t>();
1242  case PT_INT16: return new CStreamingSparseFeatures<int16_t>();
1243  case PT_UINT16: return new CStreamingSparseFeatures<uint16_t>();
1244  case PT_INT32: return new CStreamingSparseFeatures<int32_t>();
1245  case PT_UINT32: return new CStreamingSparseFeatures<uint32_t>();
1246  case PT_INT64: return new CStreamingSparseFeatures<int64_t>();
1247  case PT_UINT64: return new CStreamingSparseFeatures<uint64_t>();
1248  case PT_FLOAT32: return new CStreamingSparseFeatures<float32_t>();
1249  case PT_FLOAT64: return new CStreamingSparseFeatures<float64_t>();
1250  case PT_FLOATMAX: return new CStreamingSparseFeatures<floatmax_t>();
1251  case PT_COMPLEX128: return NULL;
1252  case PT_SGOBJECT:
1253  case PT_UNDEFINED: return NULL;
1254  }
1255  return NULL;
1256 }
1258 {
1259  switch (g)
1260  {
1261  case PT_BOOL: return new CMatrixFeatures<bool>();
1262  case PT_CHAR: return new CMatrixFeatures<char>();
1263  case PT_INT8: return new CMatrixFeatures<int8_t>();
1264  case PT_UINT8: return new CMatrixFeatures<uint8_t>();
1265  case PT_INT16: return new CMatrixFeatures<int16_t>();
1266  case PT_UINT16: return new CMatrixFeatures<uint16_t>();
1267  case PT_INT32: return new CMatrixFeatures<int32_t>();
1268  case PT_UINT32: return new CMatrixFeatures<uint32_t>();
1269  case PT_INT64: return new CMatrixFeatures<int64_t>();
1270  case PT_UINT64: return new CMatrixFeatures<uint64_t>();
1271  case PT_FLOAT32: return new CMatrixFeatures<float32_t>();
1272  case PT_FLOAT64: return new CMatrixFeatures<float64_t>();
1273  case PT_FLOATMAX: return new CMatrixFeatures<floatmax_t>();
1274  case PT_COMPLEX128: return NULL;
1275  case PT_SGOBJECT:
1276  case PT_UNDEFINED: return NULL;
1277  }
1278  return NULL;
1279 }
1281 {
1282  switch (g)
1283  {
1284  case PT_BOOL: return new CSparseFeatures<bool>();
1285  case PT_CHAR: return new CSparseFeatures<char>();
1286  case PT_INT8: return new CSparseFeatures<int8_t>();
1287  case PT_UINT8: return new CSparseFeatures<uint8_t>();
1288  case PT_INT16: return new CSparseFeatures<int16_t>();
1289  case PT_UINT16: return new CSparseFeatures<uint16_t>();
1290  case PT_INT32: return new CSparseFeatures<int32_t>();
1291  case PT_UINT32: return new CSparseFeatures<uint32_t>();
1292  case PT_INT64: return new CSparseFeatures<int64_t>();
1293  case PT_UINT64: return new CSparseFeatures<uint64_t>();
1294  case PT_FLOAT32: return new CSparseFeatures<float32_t>();
1295  case PT_FLOAT64: return new CSparseFeatures<float64_t>();
1296  case PT_FLOATMAX: return new CSparseFeatures<floatmax_t>();
1297  case PT_COMPLEX128: return NULL;
1298  case PT_SGOBJECT:
1299  case PT_UNDEFINED: return NULL;
1300  }
1301  return NULL;
1302 }
1304 {
1305  switch (g)
1306  {
1307  case PT_BOOL: return new CHashedDenseFeatures<bool>();
1308  case PT_CHAR: return new CHashedDenseFeatures<char>();
1309  case PT_INT8: return new CHashedDenseFeatures<int8_t>();
1310  case PT_UINT8: return new CHashedDenseFeatures<uint8_t>();
1311  case PT_INT16: return new CHashedDenseFeatures<int16_t>();
1312  case PT_UINT16: return new CHashedDenseFeatures<uint16_t>();
1313  case PT_INT32: return new CHashedDenseFeatures<int32_t>();
1314  case PT_UINT32: return new CHashedDenseFeatures<uint32_t>();
1315  case PT_INT64: return new CHashedDenseFeatures<int64_t>();
1316  case PT_UINT64: return new CHashedDenseFeatures<uint64_t>();
1317  case PT_FLOAT32: return new CHashedDenseFeatures<float32_t>();
1318  case PT_FLOAT64: return new CHashedDenseFeatures<float64_t>();
1319  case PT_FLOATMAX: return new CHashedDenseFeatures<floatmax_t>();
1320  case PT_COMPLEX128: return NULL;
1321  case PT_SGOBJECT:
1322  case PT_UNDEFINED: return NULL;
1323  }
1324  return NULL;
1325 }
1327 {
1328  switch (g)
1329  {
1330  case PT_BOOL: return new CHashedSparseFeatures<bool>();
1331  case PT_CHAR: return new CHashedSparseFeatures<char>();
1332  case PT_INT8: return new CHashedSparseFeatures<int8_t>();
1333  case PT_UINT8: return new CHashedSparseFeatures<uint8_t>();
1334  case PT_INT16: return new CHashedSparseFeatures<int16_t>();
1335  case PT_UINT16: return new CHashedSparseFeatures<uint16_t>();
1336  case PT_INT32: return new CHashedSparseFeatures<int32_t>();
1337  case PT_UINT32: return new CHashedSparseFeatures<uint32_t>();
1338  case PT_INT64: return new CHashedSparseFeatures<int64_t>();
1339  case PT_UINT64: return new CHashedSparseFeatures<uint64_t>();
1340  case PT_FLOAT32: return new CHashedSparseFeatures<float32_t>();
1341  case PT_FLOAT64: return new CHashedSparseFeatures<float64_t>();
1342  case PT_FLOATMAX: return new CHashedSparseFeatures<floatmax_t>();
1343  case PT_COMPLEX128: return NULL;
1344  case PT_SGOBJECT:
1345  case PT_UNDEFINED: return NULL;
1346  }
1347  return NULL;
1348 }
1350 {
1351  switch (g)
1352  {
1353  case PT_BOOL: return new CStringFileFeatures<bool>();
1354  case PT_CHAR: return new CStringFileFeatures<char>();
1355  case PT_INT8: return new CStringFileFeatures<int8_t>();
1356  case PT_UINT8: return new CStringFileFeatures<uint8_t>();
1357  case PT_INT16: return new CStringFileFeatures<int16_t>();
1358  case PT_UINT16: return new CStringFileFeatures<uint16_t>();
1359  case PT_INT32: return new CStringFileFeatures<int32_t>();
1360  case PT_UINT32: return new CStringFileFeatures<uint32_t>();
1361  case PT_INT64: return new CStringFileFeatures<int64_t>();
1362  case PT_UINT64: return new CStringFileFeatures<uint64_t>();
1363  case PT_FLOAT32: return new CStringFileFeatures<float32_t>();
1364  case PT_FLOAT64: return new CStringFileFeatures<float64_t>();
1365  case PT_FLOATMAX: return new CStringFileFeatures<floatmax_t>();
1366  case PT_COMPLEX128: return NULL;
1367  case PT_SGOBJECT:
1368  case PT_UNDEFINED: return NULL;
1369  }
1370  return NULL;
1371 }
1373 {
1374  switch (g)
1375  {
1376  case PT_BOOL: return new CDenseSubsetFeatures<bool>();
1377  case PT_CHAR: return new CDenseSubsetFeatures<char>();
1378  case PT_INT8: return new CDenseSubsetFeatures<int8_t>();
1379  case PT_UINT8: return new CDenseSubsetFeatures<uint8_t>();
1380  case PT_INT16: return new CDenseSubsetFeatures<int16_t>();
1381  case PT_UINT16: return new CDenseSubsetFeatures<uint16_t>();
1382  case PT_INT32: return new CDenseSubsetFeatures<int32_t>();
1383  case PT_UINT32: return new CDenseSubsetFeatures<uint32_t>();
1384  case PT_INT64: return new CDenseSubsetFeatures<int64_t>();
1385  case PT_UINT64: return new CDenseSubsetFeatures<uint64_t>();
1386  case PT_FLOAT32: return new CDenseSubsetFeatures<float32_t>();
1387  case PT_FLOAT64: return new CDenseSubsetFeatures<float64_t>();
1388  case PT_FLOATMAX: return new CDenseSubsetFeatures<floatmax_t>();
1389  case PT_COMPLEX128: return NULL;
1390  case PT_SGOBJECT:
1391  case PT_UNDEFINED: return NULL;
1392  }
1393  return NULL;
1394 }
1396 {
1397  switch (g)
1398  {
1399  case PT_BOOL: return new CBinaryStream<bool>();
1400  case PT_CHAR: return new CBinaryStream<char>();
1401  case PT_INT8: return new CBinaryStream<int8_t>();
1402  case PT_UINT8: return new CBinaryStream<uint8_t>();
1403  case PT_INT16: return new CBinaryStream<int16_t>();
1404  case PT_UINT16: return new CBinaryStream<uint16_t>();
1405  case PT_INT32: return new CBinaryStream<int32_t>();
1406  case PT_UINT32: return new CBinaryStream<uint32_t>();
1407  case PT_INT64: return new CBinaryStream<int64_t>();
1408  case PT_UINT64: return new CBinaryStream<uint64_t>();
1409  case PT_FLOAT32: return new CBinaryStream<float32_t>();
1410  case PT_FLOAT64: return new CBinaryStream<float64_t>();
1411  case PT_FLOATMAX: return new CBinaryStream<floatmax_t>();
1412  case PT_COMPLEX128: return NULL;
1413  case PT_SGOBJECT:
1414  case PT_UNDEFINED: return NULL;
1415  }
1416  return NULL;
1417 }
1419 {
1420  switch (g)
1421  {
1422  case PT_BOOL: return new CSimpleFile<bool>();
1423  case PT_CHAR: return new CSimpleFile<char>();
1424  case PT_INT8: return new CSimpleFile<int8_t>();
1425  case PT_UINT8: return new CSimpleFile<uint8_t>();
1426  case PT_INT16: return new CSimpleFile<int16_t>();
1427  case PT_UINT16: return new CSimpleFile<uint16_t>();
1428  case PT_INT32: return new CSimpleFile<int32_t>();
1429  case PT_UINT32: return new CSimpleFile<uint32_t>();
1430  case PT_INT64: return new CSimpleFile<int64_t>();
1431  case PT_UINT64: return new CSimpleFile<uint64_t>();
1432  case PT_FLOAT32: return new CSimpleFile<float32_t>();
1433  case PT_FLOAT64: return new CSimpleFile<float64_t>();
1434  case PT_FLOATMAX: return new CSimpleFile<floatmax_t>();
1435  case PT_COMPLEX128: return NULL;
1436  case PT_SGOBJECT:
1437  case PT_UNDEFINED: return NULL;
1438  }
1439  return NULL;
1440 }
1442 {
1443  switch (g)
1444  {
1445  case PT_BOOL: return new CStreamingFileFromSparseFeatures<bool>();
1446  case PT_CHAR: return new CStreamingFileFromSparseFeatures<char>();
1447  case PT_INT8: return new CStreamingFileFromSparseFeatures<int8_t>();
1448  case PT_UINT8: return new CStreamingFileFromSparseFeatures<uint8_t>();
1449  case PT_INT16: return new CStreamingFileFromSparseFeatures<int16_t>();
1450  case PT_UINT16: return new CStreamingFileFromSparseFeatures<uint16_t>();
1451  case PT_INT32: return new CStreamingFileFromSparseFeatures<int32_t>();
1452  case PT_UINT32: return new CStreamingFileFromSparseFeatures<uint32_t>();
1453  case PT_INT64: return new CStreamingFileFromSparseFeatures<int64_t>();
1454  case PT_UINT64: return new CStreamingFileFromSparseFeatures<uint64_t>();
1455  case PT_FLOAT32: return new CStreamingFileFromSparseFeatures<float32_t>();
1456  case PT_FLOAT64: return new CStreamingFileFromSparseFeatures<float64_t>();
1457  case PT_FLOATMAX: return new CStreamingFileFromSparseFeatures<floatmax_t>();
1458  case PT_COMPLEX128: return NULL;
1459  case PT_SGOBJECT:
1460  case PT_UNDEFINED: return NULL;
1461  }
1462  return NULL;
1463 }
1465 {
1466  switch (g)
1467  {
1468  case PT_BOOL: return new CParseBuffer<bool>();
1469  case PT_CHAR: return new CParseBuffer<char>();
1470  case PT_INT8: return new CParseBuffer<int8_t>();
1471  case PT_UINT8: return new CParseBuffer<uint8_t>();
1472  case PT_INT16: return new CParseBuffer<int16_t>();
1473  case PT_UINT16: return new CParseBuffer<uint16_t>();
1474  case PT_INT32: return new CParseBuffer<int32_t>();
1475  case PT_UINT32: return new CParseBuffer<uint32_t>();
1476  case PT_INT64: return new CParseBuffer<int64_t>();
1477  case PT_UINT64: return new CParseBuffer<uint64_t>();
1478  case PT_FLOAT32: return new CParseBuffer<float32_t>();
1479  case PT_FLOAT64: return new CParseBuffer<float64_t>();
1480  case PT_FLOATMAX: return new CParseBuffer<floatmax_t>();
1481  case PT_COMPLEX128: return NULL;
1482  case PT_SGOBJECT:
1483  case PT_UNDEFINED: return NULL;
1484  }
1485  return NULL;
1486 }
1488 {
1489  switch (g)
1490  {
1491  case PT_BOOL: return new CStreamingFileFromDenseFeatures<bool>();
1492  case PT_CHAR: return new CStreamingFileFromDenseFeatures<char>();
1493  case PT_INT8: return new CStreamingFileFromDenseFeatures<int8_t>();
1494  case PT_UINT8: return new CStreamingFileFromDenseFeatures<uint8_t>();
1495  case PT_INT16: return new CStreamingFileFromDenseFeatures<int16_t>();
1496  case PT_UINT16: return new CStreamingFileFromDenseFeatures<uint16_t>();
1497  case PT_INT32: return new CStreamingFileFromDenseFeatures<int32_t>();
1498  case PT_UINT32: return new CStreamingFileFromDenseFeatures<uint32_t>();
1499  case PT_INT64: return new CStreamingFileFromDenseFeatures<int64_t>();
1500  case PT_UINT64: return new CStreamingFileFromDenseFeatures<uint64_t>();
1501  case PT_FLOAT32: return new CStreamingFileFromDenseFeatures<float32_t>();
1502  case PT_FLOAT64: return new CStreamingFileFromDenseFeatures<float64_t>();
1503  case PT_FLOATMAX: return new CStreamingFileFromDenseFeatures<floatmax_t>();
1504  case PT_COMPLEX128: return NULL;
1505  case PT_SGOBJECT:
1506  case PT_UNDEFINED: return NULL;
1507  }
1508  return NULL;
1509 }
1511 {
1512  switch (g)
1513  {
1514  case PT_BOOL: return new CStreamingFileFromStringFeatures<bool>();
1515  case PT_CHAR: return new CStreamingFileFromStringFeatures<char>();
1516  case PT_INT8: return new CStreamingFileFromStringFeatures<int8_t>();
1517  case PT_UINT8: return new CStreamingFileFromStringFeatures<uint8_t>();
1518  case PT_INT16: return new CStreamingFileFromStringFeatures<int16_t>();
1519  case PT_UINT16: return new CStreamingFileFromStringFeatures<uint16_t>();
1520  case PT_INT32: return new CStreamingFileFromStringFeatures<int32_t>();
1521  case PT_UINT32: return new CStreamingFileFromStringFeatures<uint32_t>();
1522  case PT_INT64: return new CStreamingFileFromStringFeatures<int64_t>();
1523  case PT_UINT64: return new CStreamingFileFromStringFeatures<uint64_t>();
1524  case PT_FLOAT32: return new CStreamingFileFromStringFeatures<float32_t>();
1525  case PT_FLOAT64: return new CStreamingFileFromStringFeatures<float64_t>();
1526  case PT_FLOATMAX: return new CStreamingFileFromStringFeatures<floatmax_t>();
1527  case PT_COMPLEX128: return NULL;
1528  case PT_SGOBJECT:
1529  case PT_UNDEFINED: return NULL;
1530  }
1531  return NULL;
1532 }
1534 {
1535  switch (g)
1536  {
1537  case PT_BOOL: return new CMemoryMappedFile<bool>();
1538  case PT_CHAR: return new CMemoryMappedFile<char>();
1539  case PT_INT8: return new CMemoryMappedFile<int8_t>();
1540  case PT_UINT8: return new CMemoryMappedFile<uint8_t>();
1541  case PT_INT16: return new CMemoryMappedFile<int16_t>();
1542  case PT_UINT16: return new CMemoryMappedFile<uint16_t>();
1543  case PT_INT32: return new CMemoryMappedFile<int32_t>();
1544  case PT_UINT32: return new CMemoryMappedFile<uint32_t>();
1545  case PT_INT64: return new CMemoryMappedFile<int64_t>();
1546  case PT_UINT64: return new CMemoryMappedFile<uint64_t>();
1547  case PT_FLOAT32: return new CMemoryMappedFile<float32_t>();
1548  case PT_FLOAT64: return new CMemoryMappedFile<float64_t>();
1549  case PT_FLOATMAX: return new CMemoryMappedFile<floatmax_t>();
1550  case PT_COMPLEX128: return NULL;
1551  case PT_SGOBJECT:
1552  case PT_UNDEFINED: return NULL;
1553  }
1554  return NULL;
1555 }
1557 {
1558  switch (g)
1559  {
1560  case PT_BOOL: return new CTreeMachine<bool>();
1561  case PT_CHAR: return new CTreeMachine<char>();
1562  case PT_INT8: return new CTreeMachine<int8_t>();
1563  case PT_UINT8: return new CTreeMachine<uint8_t>();
1564  case PT_INT16: return new CTreeMachine<int16_t>();
1565  case PT_UINT16: return new CTreeMachine<uint16_t>();
1566  case PT_INT32: return new CTreeMachine<int32_t>();
1567  case PT_UINT32: return new CTreeMachine<uint32_t>();
1568  case PT_INT64: return new CTreeMachine<int64_t>();
1569  case PT_UINT64: return new CTreeMachine<uint64_t>();
1570  case PT_FLOAT32: return new CTreeMachine<float32_t>();
1571  case PT_FLOAT64: return new CTreeMachine<float64_t>();
1572  case PT_FLOATMAX: return new CTreeMachine<floatmax_t>();
1573  case PT_COMPLEX128: return NULL;
1574  case PT_SGOBJECT:
1575  case PT_UNDEFINED: return NULL;
1576  }
1577  return NULL;
1578 }
1579 static SHOGUN_TEMPLATE_CLASS CSGObject* __new_CSet(EPrimitiveType g)
1580 {
1581  switch (g)
1582  {
1583  case PT_BOOL: return new CSet<bool>();
1584  case PT_CHAR: return new CSet<char>();
1585  case PT_INT8: return new CSet<int8_t>();
1586  case PT_UINT8: return new CSet<uint8_t>();
1587  case PT_INT16: return new CSet<int16_t>();
1588  case PT_UINT16: return new CSet<uint16_t>();
1589  case PT_INT32: return new CSet<int32_t>();
1590  case PT_UINT32: return new CSet<uint32_t>();
1591  case PT_INT64: return new CSet<int64_t>();
1592  case PT_UINT64: return new CSet<uint64_t>();
1593  case PT_FLOAT32: return new CSet<float32_t>();
1594  case PT_FLOAT64: return new CSet<float64_t>();
1595  case PT_FLOATMAX: return new CSet<floatmax_t>();
1596  case PT_COMPLEX128: return NULL;
1597  case PT_SGOBJECT:
1598  case PT_UNDEFINED: return NULL;
1599  }
1600  return NULL;
1601 }
1603 {
1604  switch (g)
1605  {
1606  case PT_BOOL: return new CCache<bool>();
1607  case PT_CHAR: return new CCache<char>();
1608  case PT_INT8: return new CCache<int8_t>();
1609  case PT_UINT8: return new CCache<uint8_t>();
1610  case PT_INT16: return new CCache<int16_t>();
1611  case PT_UINT16: return new CCache<uint16_t>();
1612  case PT_INT32: return new CCache<int32_t>();
1613  case PT_UINT32: return new CCache<uint32_t>();
1614  case PT_INT64: return new CCache<int64_t>();
1615  case PT_UINT64: return new CCache<uint64_t>();
1616  case PT_FLOAT32: return new CCache<float32_t>();
1617  case PT_FLOAT64: return new CCache<float64_t>();
1618  case PT_FLOATMAX: return new CCache<floatmax_t>();
1619  case PT_COMPLEX128: return NULL;
1620  case PT_SGOBJECT:
1621  case PT_UNDEFINED: return NULL;
1622  }
1623  return NULL;
1624 }
1626 {
1627  switch (g)
1628  {
1629  case PT_BOOL: return new CDynamicArray<bool>();
1630  case PT_CHAR: return new CDynamicArray<char>();
1631  case PT_INT8: return new CDynamicArray<int8_t>();
1632  case PT_UINT8: return new CDynamicArray<uint8_t>();
1633  case PT_INT16: return new CDynamicArray<int16_t>();
1634  case PT_UINT16: return new CDynamicArray<uint16_t>();
1635  case PT_INT32: return new CDynamicArray<int32_t>();
1636  case PT_UINT32: return new CDynamicArray<uint32_t>();
1637  case PT_INT64: return new CDynamicArray<int64_t>();
1638  case PT_UINT64: return new CDynamicArray<uint64_t>();
1639  case PT_FLOAT32: return new CDynamicArray<float32_t>();
1640  case PT_FLOAT64: return new CDynamicArray<float64_t>();
1641  case PT_FLOATMAX: return new CDynamicArray<floatmax_t>();
1642  case PT_COMPLEX128: return NULL;
1643  case PT_SGOBJECT:
1644  case PT_UNDEFINED: return NULL;
1645  }
1646  return NULL;
1647 }
1649 {
1650  switch (g)
1651  {
1652  case PT_BOOL: return new CStoreScalarAggregator<bool>();
1653  case PT_CHAR: return new CStoreScalarAggregator<char>();
1654  case PT_INT8: return new CStoreScalarAggregator<int8_t>();
1655  case PT_UINT8: return new CStoreScalarAggregator<uint8_t>();
1656  case PT_INT16: return new CStoreScalarAggregator<int16_t>();
1657  case PT_UINT16: return new CStoreScalarAggregator<uint16_t>();
1658  case PT_INT32: return new CStoreScalarAggregator<int32_t>();
1659  case PT_UINT32: return new CStoreScalarAggregator<uint32_t>();
1660  case PT_INT64: return new CStoreScalarAggregator<int64_t>();
1661  case PT_UINT64: return new CStoreScalarAggregator<uint64_t>();
1662  case PT_FLOAT32: return new CStoreScalarAggregator<float32_t>();
1663  case PT_FLOAT64: return new CStoreScalarAggregator<float64_t>();
1664  case PT_FLOATMAX: return new CStoreScalarAggregator<floatmax_t>();
1665  case PT_COMPLEX128: return new CStoreScalarAggregator<complex128_t>();
1666  case PT_SGOBJECT:
1667  case PT_UNDEFINED: return NULL;
1668  }
1669  return NULL;
1670 }
1672 {
1673  switch (g)
1674  {
1675  case PT_BOOL: return new CScalarResult<bool>();
1676  case PT_CHAR: return new CScalarResult<char>();
1677  case PT_INT8: return new CScalarResult<int8_t>();
1678  case PT_UINT8: return new CScalarResult<uint8_t>();
1679  case PT_INT16: return new CScalarResult<int16_t>();
1680  case PT_UINT16: return new CScalarResult<uint16_t>();
1681  case PT_INT32: return new CScalarResult<int32_t>();
1682  case PT_UINT32: return new CScalarResult<uint32_t>();
1683  case PT_INT64: return new CScalarResult<int64_t>();
1684  case PT_UINT64: return new CScalarResult<uint64_t>();
1685  case PT_FLOAT32: return new CScalarResult<float32_t>();
1686  case PT_FLOAT64: return new CScalarResult<float64_t>();
1687  case PT_FLOATMAX: return new CScalarResult<floatmax_t>();
1688  case PT_COMPLEX128: return new CScalarResult<complex128_t>();
1689  case PT_SGOBJECT:
1690  case PT_UNDEFINED: return NULL;
1691  }
1692  return NULL;
1693 }
1695 {
1696  switch (g)
1697  {
1698  case PT_BOOL: return new CVectorResult<bool>();
1699  case PT_CHAR: return new CVectorResult<char>();
1700  case PT_INT8: return new CVectorResult<int8_t>();
1701  case PT_UINT8: return new CVectorResult<uint8_t>();
1702  case PT_INT16: return new CVectorResult<int16_t>();
1703  case PT_UINT16: return new CVectorResult<uint16_t>();
1704  case PT_INT32: return new CVectorResult<int32_t>();
1705  case PT_UINT32: return new CVectorResult<uint32_t>();
1706  case PT_INT64: return new CVectorResult<int64_t>();
1707  case PT_UINT64: return new CVectorResult<uint64_t>();
1708  case PT_FLOAT32: return new CVectorResult<float32_t>();
1709  case PT_FLOAT64: return new CVectorResult<float64_t>();
1710  case PT_FLOATMAX: return new CVectorResult<floatmax_t>();
1711  case PT_COMPLEX128: return new CVectorResult<complex128_t>();
1712  case PT_SGOBJECT:
1713  case PT_UNDEFINED: return NULL;
1714  }
1715  return NULL;
1716 }
1718 {
1719  switch (g)
1720  {
1721  case PT_BOOL: return new CSparseMatrixOperator<bool>();
1722  case PT_CHAR: return new CSparseMatrixOperator<char>();
1723  case PT_INT8: return new CSparseMatrixOperator<int8_t>();
1724  case PT_UINT8: return new CSparseMatrixOperator<uint8_t>();
1725  case PT_INT16: return new CSparseMatrixOperator<int16_t>();
1726  case PT_UINT16: return new CSparseMatrixOperator<uint16_t>();
1727  case PT_INT32: return new CSparseMatrixOperator<int32_t>();
1728  case PT_UINT32: return new CSparseMatrixOperator<uint32_t>();
1729  case PT_INT64: return new CSparseMatrixOperator<int64_t>();
1730  case PT_UINT64: return new CSparseMatrixOperator<uint64_t>();
1731  case PT_FLOAT32: return new CSparseMatrixOperator<float32_t>();
1732  case PT_FLOAT64: return new CSparseMatrixOperator<float64_t>();
1733  case PT_FLOATMAX: return new CSparseMatrixOperator<floatmax_t>();
1734  case PT_COMPLEX128: return new CSparseMatrixOperator<complex128_t>();
1735  case PT_SGOBJECT:
1736  case PT_UNDEFINED: return NULL;
1737  }
1738  return NULL;
1739 }
1741 {
1742  switch (g)
1743  {
1744  case PT_BOOL: return new CDenseMatrixOperator<bool>();
1745  case PT_CHAR: return new CDenseMatrixOperator<char>();
1746  case PT_INT8: return new CDenseMatrixOperator<int8_t>();
1747  case PT_UINT8: return new CDenseMatrixOperator<uint8_t>();
1748  case PT_INT16: return new CDenseMatrixOperator<int16_t>();
1749  case PT_UINT16: return new CDenseMatrixOperator<uint16_t>();
1750  case PT_INT32: return new CDenseMatrixOperator<int32_t>();
1751  case PT_UINT32: return new CDenseMatrixOperator<uint32_t>();
1752  case PT_INT64: return new CDenseMatrixOperator<int64_t>();
1753  case PT_UINT64: return new CDenseMatrixOperator<uint64_t>();
1754  case PT_FLOAT32: return new CDenseMatrixOperator<float32_t>();
1755  case PT_FLOAT64: return new CDenseMatrixOperator<float64_t>();
1756  case PT_FLOATMAX: return new CDenseMatrixOperator<floatmax_t>();
1757  case PT_COMPLEX128: return new CDenseMatrixOperator<complex128_t>();
1758  case PT_SGOBJECT:
1759  case PT_UNDEFINED: return NULL;
1760  }
1761  return NULL;
1762 }
1763 typedef CSGObject* (*new_sgserializable_t)(EPrimitiveType generic);
1764 #ifndef DOXYGEN_SHOULD_SKIP_THIS
1765 typedef struct
1766 {
1767  const char* m_class_name;
1768  new_sgserializable_t m_new_sgserializable;
1769 } class_list_entry_t;
1770 #endif
1771 
1772 static class_list_entry_t class_list[] = {
1773 {"NormOne", SHOGUN_BASIC_CLASS __new_CNormOne},
1774 {"PNorm", SHOGUN_BASIC_CLASS __new_CPNorm},
1775 {"RescaleFeatures", SHOGUN_BASIC_CLASS __new_CRescaleFeatures},
1776 {"KernelPCA", SHOGUN_BASIC_CLASS __new_CKernelPCA},
1777 {"DimensionReductionPreprocessor", SHOGUN_BASIC_CLASS __new_CDimensionReductionPreprocessor},
1778 {"BAHSIC", SHOGUN_BASIC_CLASS __new_CBAHSIC},
1779 {"SortWordString", SHOGUN_BASIC_CLASS __new_CSortWordString},
1780 {"PruneVarSubMean", SHOGUN_BASIC_CLASS __new_CPruneVarSubMean},
1781 {"SumOne", SHOGUN_BASIC_CLASS __new_CSumOne},
1782 {"HomogeneousKernelMap", SHOGUN_BASIC_CLASS __new_CHomogeneousKernelMap},
1784 {"FisherLDA", SHOGUN_BASIC_CLASS __new_CFisherLDA},
1785 {"SortUlongString", SHOGUN_BASIC_CLASS __new_CSortUlongString},
1786 {"RandomFourierGaussPreproc", SHOGUN_BASIC_CLASS __new_CRandomFourierGaussPreproc},
1787 {"LogPlusOne", SHOGUN_BASIC_CLASS __new_CLogPlusOne},
1788 {"GradientCriterion", SHOGUN_BASIC_CLASS __new_CGradientCriterion},
1789 {"CrossValidationMKLStorage", SHOGUN_BASIC_CLASS __new_CCrossValidationMKLStorage},
1790 {"MeanSquaredLogError", SHOGUN_BASIC_CLASS __new_CMeanSquaredLogError},
1791 {"PRCEvaluation", SHOGUN_BASIC_CLASS __new_CPRCEvaluation},
1792 {"ClusteringAccuracy", SHOGUN_BASIC_CLASS __new_CClusteringAccuracy},
1793 {"StratifiedCrossValidationSplitting", SHOGUN_BASIC_CLASS __new_CStratifiedCrossValidationSplitting},
1794 {"ClusteringMutualInformation", SHOGUN_BASIC_CLASS __new_CClusteringMutualInformation},
1795 {"StructuredAccuracy", SHOGUN_BASIC_CLASS __new_CStructuredAccuracy},
1796 {"ContingencyTableEvaluation", SHOGUN_BASIC_CLASS __new_CContingencyTableEvaluation},
1797 {"AccuracyMeasure", SHOGUN_BASIC_CLASS __new_CAccuracyMeasure},
1798 {"ErrorRateMeasure", SHOGUN_BASIC_CLASS __new_CErrorRateMeasure},
1799 {"BALMeasure", SHOGUN_BASIC_CLASS __new_CBALMeasure},
1800 {"WRACCMeasure", SHOGUN_BASIC_CLASS __new_CWRACCMeasure},
1801 {"F1Measure", SHOGUN_BASIC_CLASS __new_CF1Measure},
1802 {"CrossCorrelationMeasure", SHOGUN_BASIC_CLASS __new_CCrossCorrelationMeasure},
1803 {"RecallMeasure", SHOGUN_BASIC_CLASS __new_CRecallMeasure},
1804 {"PrecisionMeasure", SHOGUN_BASIC_CLASS __new_CPrecisionMeasure},
1805 {"SpecificityMeasure", SHOGUN_BASIC_CLASS __new_CSpecificityMeasure},
1806 {"ROCEvaluation", SHOGUN_BASIC_CLASS __new_CROCEvaluation},
1807 {"LOOCrossValidationSplitting", SHOGUN_BASIC_CLASS __new_CLOOCrossValidationSplitting},
1808 {"MeanAbsoluteError", SHOGUN_BASIC_CLASS __new_CMeanAbsoluteError},
1809 {"GradientResult", SHOGUN_BASIC_CLASS __new_CGradientResult},
1810 {"MeanSquaredError", SHOGUN_BASIC_CLASS __new_CMeanSquaredError},
1811 {"MulticlassAccuracy", SHOGUN_BASIC_CLASS __new_CMulticlassAccuracy},
1812 {"MulticlassOVREvaluation", SHOGUN_BASIC_CLASS __new_CMulticlassOVREvaluation},
1813 {"CrossValidationMulticlassStorage", SHOGUN_BASIC_CLASS __new_CCrossValidationMulticlassStorage},
1814 {"CrossValidationResult", SHOGUN_BASIC_CLASS __new_CCrossValidationResult},
1815 {"CrossValidation", SHOGUN_BASIC_CLASS __new_CCrossValidation},
1816 {"MultilabelAccuracy", SHOGUN_BASIC_CLASS __new_CMultilabelAccuracy},
1817 {"CrossValidationPrintOutput", SHOGUN_BASIC_CLASS __new_CCrossValidationPrintOutput},
1818 {"GradientEvaluation", SHOGUN_BASIC_CLASS __new_CGradientEvaluation},
1819 {"CrossValidationSplitting", SHOGUN_BASIC_CLASS __new_CCrossValidationSplitting},
1820 {"DomainAdaptationSVM", SHOGUN_BASIC_CLASS __new_CDomainAdaptationSVM},
1821 {"DomainAdaptationSVMLinear", SHOGUN_BASIC_CLASS __new_CDomainAdaptationSVMLinear},
1822 {"DomainAdaptationMulticlassLibLinear", SHOGUN_BASIC_CLASS __new_CDomainAdaptationMulticlassLibLinear},
1823 {"MultitaskKernelPlifNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelPlifNormalizer},
1824 {"MultitaskKernelNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelNormalizer},
1825 {"TaskTree", SHOGUN_BASIC_CLASS __new_CTaskTree},
1826 {"MultitaskKernelMaskPairNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelMaskPairNormalizer},
1827 {"TaskGroup", SHOGUN_BASIC_CLASS __new_CTaskGroup},
1828 {"MultitaskL12LogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskL12LogisticRegression},
1830 {"MultitaskLogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskLogisticRegression},
1831 {"MultitaskTraceLogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskTraceLogisticRegression},
1832 {"MultitaskClusteredLogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskClusteredLogisticRegression},
1833 {"MultitaskROCEvaluation", SHOGUN_BASIC_CLASS __new_CMultitaskROCEvaluation},
1834 {"MultitaskLeastSquaresRegression", SHOGUN_BASIC_CLASS __new_CMultitaskLeastSquaresRegression},
1835 {"LibLinearMTL", SHOGUN_BASIC_CLASS __new_CLibLinearMTL},
1837 {"Taxonomy", SHOGUN_BASIC_CLASS __new_CTaxonomy},
1838 {"MultitaskKernelTreeNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelTreeNormalizer},
1839 {"MultitaskKernelMaskNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelMaskNormalizer},
1840 {"MultitaskLinearMachine", SHOGUN_BASIC_CLASS __new_CMultitaskLinearMachine},
1842 {"KMeans", SHOGUN_BASIC_CLASS __new_CKMeans},
1843 {"Hierarchical", SHOGUN_BASIC_CLASS __new_CHierarchical},
1844 {"GeodesicMetric", SHOGUN_BASIC_CLASS __new_CGeodesicMetric},
1845 {"CustomDistance", SHOGUN_BASIC_CLASS __new_CCustomDistance},
1846 {"CanberraWordDistance", SHOGUN_BASIC_CLASS __new_CCanberraWordDistance},
1847 {"BrayCurtisDistance", SHOGUN_BASIC_CLASS __new_CBrayCurtisDistance},
1848 {"MahalanobisDistance", SHOGUN_BASIC_CLASS __new_CMahalanobisDistance},
1849 {"MinkowskiMetric", SHOGUN_BASIC_CLASS __new_CMinkowskiMetric},
1850 {"KernelDistance", SHOGUN_BASIC_CLASS __new_CKernelDistance},
1851 {"HammingWordDistance", SHOGUN_BASIC_CLASS __new_CHammingWordDistance},
1852 {"ChiSquareDistance", SHOGUN_BASIC_CLASS __new_CChiSquareDistance},
1853 {"CustomMahalanobisDistance", SHOGUN_BASIC_CLASS __new_CCustomMahalanobisDistance},
1854 {"CanberraMetric", SHOGUN_BASIC_CLASS __new_CCanberraMetric},
1855 {"EuclideanDistance", SHOGUN_BASIC_CLASS __new_CEuclideanDistance},
1856 {"JensenMetric", SHOGUN_BASIC_CLASS __new_CJensenMetric},
1857 {"AttenuatedEuclideanDistance", SHOGUN_BASIC_CLASS __new_CAttenuatedEuclideanDistance},
1858 {"ManhattanMetric", SHOGUN_BASIC_CLASS __new_CManhattanMetric},
1859 {"SparseEuclideanDistance", SHOGUN_BASIC_CLASS __new_CSparseEuclideanDistance},
1860 {"CosineDistance", SHOGUN_BASIC_CLASS __new_CCosineDistance},
1861 {"ChebyshewMetric", SHOGUN_BASIC_CLASS __new_CChebyshewMetric},
1862 {"TanimotoDistance", SHOGUN_BASIC_CLASS __new_CTanimotoDistance},
1863 {"ManhattanWordDistance", SHOGUN_BASIC_CLASS __new_CManhattanWordDistance},
1864 {"DataGenerator", SHOGUN_BASIC_CLASS __new_CDataGenerator},
1865 {"Subset", SHOGUN_BASIC_CLASS __new_CSubset},
1866 {"CombinedDotFeatures", SHOGUN_BASIC_CLASS __new_CCombinedDotFeatures},
1867 {"Alphabet", SHOGUN_BASIC_CLASS __new_CAlphabet},
1868 {"ExplicitSpecFeatures", SHOGUN_BASIC_CLASS __new_CExplicitSpecFeatures},
1869 {"StreamingHashedDocDotFeatures", SHOGUN_BASIC_CLASS __new_CStreamingHashedDocDotFeatures},
1870 {"StreamingVwFeatures", SHOGUN_BASIC_CLASS __new_CStreamingVwFeatures},
1871 {"MeanShiftDataGenerator", SHOGUN_BASIC_CLASS __new_CMeanShiftDataGenerator},
1872 {"GaussianBlobsDataGenerator", SHOGUN_BASIC_CLASS __new_CGaussianBlobsDataGenerator},
1873 {"WDFeatures", SHOGUN_BASIC_CLASS __new_CWDFeatures},
1874 {"CombinedFeatures", SHOGUN_BASIC_CLASS __new_CCombinedFeatures},
1875 {"IndexFeatures", SHOGUN_BASIC_CLASS __new_CIndexFeatures},
1876 {"SNPFeatures", SHOGUN_BASIC_CLASS __new_CSNPFeatures},
1877 {"BinnedDotFeatures", SHOGUN_BASIC_CLASS __new_CBinnedDotFeatures},
1878 {"LBPPyrDotFeatures", SHOGUN_BASIC_CLASS __new_CLBPPyrDotFeatures},
1879 {"PolyFeatures", SHOGUN_BASIC_CLASS __new_CPolyFeatures},
1880 {"TOPFeatures", SHOGUN_BASIC_CLASS __new_CTOPFeatures},
1881 {"RandomFourierDotFeatures", SHOGUN_BASIC_CLASS __new_CRandomFourierDotFeatures},
1882 {"HashedWDFeatures", SHOGUN_BASIC_CLASS __new_CHashedWDFeatures},
1883 {"HashedWDFeaturesTransposed", SHOGUN_BASIC_CLASS __new_CHashedWDFeaturesTransposed},
1884 {"HashedDocDotFeatures", SHOGUN_BASIC_CLASS __new_CHashedDocDotFeatures},
1885 {"FKFeatures", SHOGUN_BASIC_CLASS __new_CFKFeatures},
1886 {"SubsetStack", SHOGUN_BASIC_CLASS __new_CSubsetStack},
1887 {"RealFileFeatures", SHOGUN_BASIC_CLASS __new_CRealFileFeatures},
1888 {"SparsePolyFeatures", SHOGUN_BASIC_CLASS __new_CSparsePolyFeatures},
1889 {"FactorGraphFeatures", SHOGUN_BASIC_CLASS __new_CFactorGraphFeatures},
1890 {"ImplicitWeightedSpecFeatures", SHOGUN_BASIC_CLASS __new_CImplicitWeightedSpecFeatures},
1891 {"DummyFeatures", SHOGUN_BASIC_CLASS __new_CDummyFeatures},
1892 {"LatentFeatures", SHOGUN_BASIC_CLASS __new_CLatentFeatures},
1893 {"LineReader", SHOGUN_BASIC_CLASS __new_CLineReader},
1894 {"CSVFile", SHOGUN_BASIC_CLASS __new_CCSVFile},
1895 {"LibSVMFile", SHOGUN_BASIC_CLASS __new_CLibSVMFile},
1896 {"StreamingVwCacheFile", SHOGUN_BASIC_CLASS __new_CStreamingVwCacheFile},
1897 {"StreamingFileFromFeatures", SHOGUN_BASIC_CLASS __new_CStreamingFileFromFeatures},
1898 {"StreamingVwFile", SHOGUN_BASIC_CLASS __new_CStreamingVwFile},
1899 {"StreamingFile", SHOGUN_BASIC_CLASS __new_CStreamingFile},
1900 {"StreamingAsciiFile", SHOGUN_BASIC_CLASS __new_CStreamingAsciiFile},
1901 {"BinaryFile", SHOGUN_BASIC_CLASS __new_CBinaryFile},
1902 {"SerializableAsciiFile", SHOGUN_BASIC_CLASS __new_CSerializableAsciiFile},
1903 {"IOBuffer", SHOGUN_BASIC_CLASS __new_CIOBuffer},
1905 {"UAIFile", SHOGUN_BASIC_CLASS __new_CUAIFile},
1906 {"Parser", SHOGUN_BASIC_CLASS __new_CParser},
1907 {"NeuralNetworkFileReader", SHOGUN_BASIC_CLASS __new_CNeuralNetworkFileReader},
1908 {"NeuralConvolutionalLayer", SHOGUN_BASIC_CLASS __new_CNeuralConvolutionalLayer},
1909 {"NeuralNetwork", SHOGUN_BASIC_CLASS __new_CNeuralNetwork},
1910 {"NeuralLayers", SHOGUN_BASIC_CLASS __new_CNeuralLayers},
1911 {"DeepAutoencoder", SHOGUN_BASIC_CLASS __new_CDeepAutoencoder},
1912 {"NeuralLeakyRectifiedLinearLayer", SHOGUN_BASIC_CLASS __new_CNeuralLeakyRectifiedLinearLayer},
1914 {"NeuralLinearLayer", SHOGUN_BASIC_CLASS __new_CNeuralLinearLayer},
1915 {"NeuralSoftmaxLayer", SHOGUN_BASIC_CLASS __new_CNeuralSoftmaxLayer},
1916 {"NeuralRectifiedLinearLayer", SHOGUN_BASIC_CLASS __new_CNeuralRectifiedLinearLayer},
1917 {"DeepBeliefNetwork", SHOGUN_BASIC_CLASS __new_CDeepBeliefNetwork},
1918 {"Autoencoder", SHOGUN_BASIC_CLASS __new_CAutoencoder},
1919 {"NeuralLogisticLayer", SHOGUN_BASIC_CLASS __new_CNeuralLogisticLayer},
1920 {"NeuralInputLayer", SHOGUN_BASIC_CLASS __new_CNeuralInputLayer},
1921 {"NeuralLayer", SHOGUN_BASIC_CLASS __new_CNeuralLayer},
1922 {"PyramidChi2", SHOGUN_BASIC_CLASS __new_CPyramidChi2},
1923 {"SqrtDiagKernelNormalizer", SHOGUN_BASIC_CLASS __new_CSqrtDiagKernelNormalizer},
1924 {"AvgDiagKernelNormalizer", SHOGUN_BASIC_CLASS __new_CAvgDiagKernelNormalizer},
1925 {"VarianceKernelNormalizer", SHOGUN_BASIC_CLASS __new_CVarianceKernelNormalizer},
1926 {"IdentityKernelNormalizer", SHOGUN_BASIC_CLASS __new_CIdentityKernelNormalizer},
1927 {"FirstElementKernelNormalizer", SHOGUN_BASIC_CLASS __new_CFirstElementKernelNormalizer},
1928 {"TanimotoKernelNormalizer", SHOGUN_BASIC_CLASS __new_CTanimotoKernelNormalizer},
1929 {"ScatterKernelNormalizer", SHOGUN_BASIC_CLASS __new_CScatterKernelNormalizer},
1930 {"RidgeKernelNormalizer", SHOGUN_BASIC_CLASS __new_CRidgeKernelNormalizer},
1931 {"DiceKernelNormalizer", SHOGUN_BASIC_CLASS __new_CDiceKernelNormalizer},
1932 {"ZeroMeanCenterKernelNormalizer", SHOGUN_BASIC_CLASS __new_CZeroMeanCenterKernelNormalizer},
1933 {"GaussianShiftKernel", SHOGUN_BASIC_CLASS __new_CGaussianShiftKernel},
1934 {"CircularKernel", SHOGUN_BASIC_CLASS __new_CCircularKernel},
1935 {"PeriodicKernel", SHOGUN_BASIC_CLASS __new_CPeriodicKernel},
1936 {"ANOVAKernel", SHOGUN_BASIC_CLASS __new_CANOVAKernel},
1937 {"TensorProductPairKernel", SHOGUN_BASIC_CLASS __new_CTensorProductPairKernel},
1938 {"PowerKernel", SHOGUN_BASIC_CLASS __new_CPowerKernel},
1939 {"GaussianShortRealKernel", SHOGUN_BASIC_CLASS __new_CGaussianShortRealKernel},
1940 {"BesselKernel", SHOGUN_BASIC_CLASS __new_CBesselKernel},
1941 {"WaveKernel", SHOGUN_BASIC_CLASS __new_CWaveKernel},
1942 {"InverseMultiQuadricKernel", SHOGUN_BASIC_CLASS __new_CInverseMultiQuadricKernel},
1943 {"ExponentialKernel", SHOGUN_BASIC_CLASS __new_CExponentialKernel},
1944 {"TStudentKernel", SHOGUN_BASIC_CLASS __new_CTStudentKernel},
1945 {"LogKernel", SHOGUN_BASIC_CLASS __new_CLogKernel},
1946 {"AUCKernel", SHOGUN_BASIC_CLASS __new_CAUCKernel},
1947 {"ProductKernel", SHOGUN_BASIC_CLASS __new_CProductKernel},
1948 {"Chi2Kernel", SHOGUN_BASIC_CLASS __new_CChi2Kernel},
1949 {"HistogramIntersectionKernel", SHOGUN_BASIC_CLASS __new_CHistogramIntersectionKernel},
1950 {"ConstKernel", SHOGUN_BASIC_CLASS __new_CConstKernel},
1951 {"SplineKernel", SHOGUN_BASIC_CLASS __new_CSplineKernel},
1952 {"RationalQuadraticKernel", SHOGUN_BASIC_CLASS __new_CRationalQuadraticKernel},
1953 {"WeightedDegreeRBFKernel", SHOGUN_BASIC_CLASS __new_CWeightedDegreeRBFKernel},
1954 {"GaussianARDKernel", SHOGUN_BASIC_CLASS __new_CGaussianARDKernel},
1955 {"JensenShannonKernel", SHOGUN_BASIC_CLASS __new_CJensenShannonKernel},
1956 {"SpectrumMismatchRBFKernel", SHOGUN_BASIC_CLASS __new_CSpectrumMismatchRBFKernel},
1957 {"GaussianMatchStringKernel", SHOGUN_BASIC_CLASS __new_CGaussianMatchStringKernel},
1958 {"SparseSpatialSampleStringKernel", SHOGUN_BASIC_CLASS __new_CSparseSpatialSampleStringKernel},
1959 {"HistogramWordStringKernel", SHOGUN_BASIC_CLASS __new_CHistogramWordStringKernel},
1960 {"LocalAlignmentStringKernel", SHOGUN_BASIC_CLASS __new_CLocalAlignmentStringKernel},
1961 {"PolyMatchStringKernel", SHOGUN_BASIC_CLASS __new_CPolyMatchStringKernel},
1962 {"RegulatoryModulesStringKernel", SHOGUN_BASIC_CLASS __new_CRegulatoryModulesStringKernel},
1963 {"WeightedCommWordStringKernel", SHOGUN_BASIC_CLASS __new_CWeightedCommWordStringKernel},
1964 {"WeightedDegreeStringKernel", SHOGUN_BASIC_CLASS __new_CWeightedDegreeStringKernel},
1965 {"FixedDegreeStringKernel", SHOGUN_BASIC_CLASS __new_CFixedDegreeStringKernel},
1966 {"SNPStringKernel", SHOGUN_BASIC_CLASS __new_CSNPStringKernel},
1967 {"CommUlongStringKernel", SHOGUN_BASIC_CLASS __new_CCommUlongStringKernel},
1968 {"WeightedDegreePositionStringKernel", SHOGUN_BASIC_CLASS __new_CWeightedDegreePositionStringKernel},
1969 {"LinearStringKernel", SHOGUN_BASIC_CLASS __new_CLinearStringKernel},
1970 {"LocalityImprovedStringKernel", SHOGUN_BASIC_CLASS __new_CLocalityImprovedStringKernel},
1971 {"DistantSegmentsKernel", SHOGUN_BASIC_CLASS __new_CDistantSegmentsKernel},
1972 {"SimpleLocalityImprovedStringKernel", SHOGUN_BASIC_CLASS __new_CSimpleLocalityImprovedStringKernel},
1973 {"SubsequenceStringKernel", SHOGUN_BASIC_CLASS __new_CSubsequenceStringKernel},
1974 {"OligoStringKernel", SHOGUN_BASIC_CLASS __new_COligoStringKernel},
1975 {"SpectrumRBFKernel", SHOGUN_BASIC_CLASS __new_CSpectrumRBFKernel},
1976 {"PolyMatchWordStringKernel", SHOGUN_BASIC_CLASS __new_CPolyMatchWordStringKernel},
1977 {"CommWordStringKernel", SHOGUN_BASIC_CLASS __new_CCommWordStringKernel},
1978 {"MatchWordStringKernel", SHOGUN_BASIC_CLASS __new_CMatchWordStringKernel},
1979 {"SalzbergWordStringKernel", SHOGUN_BASIC_CLASS __new_CSalzbergWordStringKernel},
1980 {"SphericalKernel", SHOGUN_BASIC_CLASS __new_CSphericalKernel},
1981 {"WaveletKernel", SHOGUN_BASIC_CLASS __new_CWaveletKernel},
1982 {"GaussianKernel", SHOGUN_BASIC_CLASS __new_CGaussianKernel},
1983 {"DistanceKernel", SHOGUN_BASIC_CLASS __new_CDistanceKernel},
1984 {"SigmoidKernel", SHOGUN_BASIC_CLASS __new_CSigmoidKernel},
1985 {"MultiquadricKernel", SHOGUN_BASIC_CLASS __new_CMultiquadricKernel},
1986 {"CombinedKernel", SHOGUN_BASIC_CLASS __new_CCombinedKernel},
1987 {"CustomKernel", SHOGUN_BASIC_CLASS __new_CCustomKernel},
1988 {"PolyKernel", SHOGUN_BASIC_CLASS __new_CPolyKernel},
1989 {"DiagKernel", SHOGUN_BASIC_CLASS __new_CDiagKernel},
1990 {"LinearKernel", SHOGUN_BASIC_CLASS __new_CLinearKernel},
1991 {"CauchyKernel", SHOGUN_BASIC_CLASS __new_CCauchyKernel},
1992 {"RegressionLabels", SHOGUN_BASIC_CLASS __new_CRegressionLabels},
1993 {"LabelsFactory", SHOGUN_BASIC_CLASS __new_CLabelsFactory},
1994 {"FactorGraphObservation", SHOGUN_BASIC_CLASS __new_CFactorGraphObservation},
1995 {"FactorGraphLabels", SHOGUN_BASIC_CLASS __new_CFactorGraphLabels},
1996 {"MulticlassLabels", SHOGUN_BASIC_CLASS __new_CMulticlassLabels},
1997 {"LatentLabels", SHOGUN_BASIC_CLASS __new_CLatentLabels},
1998 {"BinaryLabels", SHOGUN_BASIC_CLASS __new_CBinaryLabels},
1999 {"MultilabelLabels", SHOGUN_BASIC_CLASS __new_CMultilabelLabels},
2000 {"StructuredLabels", SHOGUN_BASIC_CLASS __new_CStructuredLabels},
2002 {"LaRank", SHOGUN_BASIC_CLASS __new_CLaRank},
2003 {"MulticlassLibSVM", SHOGUN_BASIC_CLASS __new_CMulticlassLibSVM},
2004 {"ScatterSVM", SHOGUN_BASIC_CLASS __new_CScatterSVM},
2005 {"MulticlassSVM", SHOGUN_BASIC_CLASS __new_CMulticlassSVM},
2006 {"ShareBoost", SHOGUN_BASIC_CLASS __new_CShareBoost},
2007 {"GaussianNaiveBayes", SHOGUN_BASIC_CLASS __new_CGaussianNaiveBayes},
2008 {"MulticlassOneVsOneStrategy", SHOGUN_BASIC_CLASS __new_CMulticlassOneVsOneStrategy},
2009 {"ECOCOVREncoder", SHOGUN_BASIC_CLASS __new_CECOCOVREncoder},
2010 {"ECOCOVOEncoder", SHOGUN_BASIC_CLASS __new_CECOCOVOEncoder},
2011 {"ECOCEDDecoder", SHOGUN_BASIC_CLASS __new_CECOCEDDecoder},
2012 {"ECOCHDDecoder", SHOGUN_BASIC_CLASS __new_CECOCHDDecoder},
2013 {"ECOCRandomDenseEncoder", SHOGUN_BASIC_CLASS __new_CECOCRandomDenseEncoder},
2014 {"ECOCAEDDecoder", SHOGUN_BASIC_CLASS __new_CECOCAEDDecoder},
2015 {"ECOCDiscriminantEncoder", SHOGUN_BASIC_CLASS __new_CECOCDiscriminantEncoder},
2016 {"ECOCLLBDecoder", SHOGUN_BASIC_CLASS __new_CECOCLLBDecoder},
2017 {"ECOCRandomSparseEncoder", SHOGUN_BASIC_CLASS __new_CECOCRandomSparseEncoder},
2018 {"ECOCStrategy", SHOGUN_BASIC_CLASS __new_CECOCStrategy},
2019 {"ECOCForestEncoder", SHOGUN_BASIC_CLASS __new_CECOCForestEncoder},
2020 {"ECOCIHDDecoder", SHOGUN_BASIC_CLASS __new_CECOCIHDDecoder},
2021 {"MulticlassOCAS", SHOGUN_BASIC_CLASS __new_CMulticlassOCAS},
2022 {"GMNPSVM", SHOGUN_BASIC_CLASS __new_CGMNPSVM},
2023 {"MCLDA", SHOGUN_BASIC_CLASS __new_CMCLDA},
2024 {"ThresholdRejectionStrategy", SHOGUN_BASIC_CLASS __new_CThresholdRejectionStrategy},
2025 {"DixonQTestRejectionStrategy", SHOGUN_BASIC_CLASS __new_CDixonQTestRejectionStrategy},
2026 {"MulticlassLogisticRegression", SHOGUN_BASIC_CLASS __new_CMulticlassLogisticRegression},
2027 {"MulticlassOneVsRestStrategy", SHOGUN_BASIC_CLASS __new_CMulticlassOneVsRestStrategy},
2028 {"RandomConditionalProbabilityTree", SHOGUN_BASIC_CLASS __new_CRandomConditionalProbabilityTree},
2029 {"ID3ClassifierTree", SHOGUN_BASIC_CLASS __new_CID3ClassifierTree},
2030 {"CARTree", SHOGUN_BASIC_CLASS __new_CCARTree},
2031 {"RelaxedTree", SHOGUN_BASIC_CLASS __new_CRelaxedTree},
2032 {"BallTree", SHOGUN_BASIC_CLASS __new_CBallTree},
2033 {"BalancedConditionalProbabilityTree", SHOGUN_BASIC_CLASS __new_CBalancedConditionalProbabilityTree},
2034 {"KDTree", SHOGUN_BASIC_CLASS __new_CKDTree},
2035 {"C45ClassifierTree", SHOGUN_BASIC_CLASS __new_CC45ClassifierTree},
2036 {"RandomCARTree", SHOGUN_BASIC_CLASS __new_CRandomCARTree},
2037 {"CHAIDTree", SHOGUN_BASIC_CLASS __new_CCHAIDTree},
2038 {"MulticlassLibLinear", SHOGUN_BASIC_CLASS __new_CMulticlassLibLinear},
2039 {"MulticlassTreeGuidedLogisticRegression", SHOGUN_BASIC_CLASS __new_CMulticlassTreeGuidedLogisticRegression},
2041 {"GMNPLib", SHOGUN_BASIC_CLASS __new_CGMNPLib},
2042 {"Gaussian", SHOGUN_BASIC_CLASS __new_CGaussian},
2043 {"EMMixtureModel", SHOGUN_BASIC_CLASS __new_CEMMixtureModel},
2044 {"Histogram", SHOGUN_BASIC_CLASS __new_CHistogram},
2045 {"KernelDensity", SHOGUN_BASIC_CLASS __new_CKernelDensity},
2047 {"MixtureModel", SHOGUN_BASIC_CLASS __new_CMixtureModel},
2048 {"PositionalPWM", SHOGUN_BASIC_CLASS __new_CPositionalPWM},
2049 {"GaussianDistribution", SHOGUN_BASIC_CLASS __new_CGaussianDistribution},
2050 {"LinearHMM", SHOGUN_BASIC_CLASS __new_CLinearHMM},
2052 {"MultilabelModel", SHOGUN_BASIC_CLASS __new_CMultilabelModel},
2053 {"SegmentLoss", SHOGUN_BASIC_CLASS __new_CSegmentLoss},
2054 {"CCSOSVM", SHOGUN_BASIC_CLASS __new_CCCSOSVM},
2055 {"DisjointSet", SHOGUN_BASIC_CLASS __new_CDisjointSet},
2056 {"PlifArray", SHOGUN_BASIC_CLASS __new_CPlifArray},
2057 {"HierarchicalMultilabelModel", SHOGUN_BASIC_CLASS __new_CHierarchicalMultilabelModel},
2058 {"FactorGraphModel", SHOGUN_BASIC_CLASS __new_CFactorGraphModel},
2059 {"SparseMultilabel", SHOGUN_BASIC_CLASS __new_CSparseMultilabel},
2060 {"MultilabelSOLabels", SHOGUN_BASIC_CLASS __new_CMultilabelSOLabels},
2061 {"TwoStateModel", SHOGUN_BASIC_CLASS __new_CTwoStateModel},
2062 {"IntronList", SHOGUN_BASIC_CLASS __new_CIntronList},
2063 {"StochasticSOSVM", SHOGUN_BASIC_CLASS __new_CStochasticSOSVM},
2064 {"PlifMatrix", SHOGUN_BASIC_CLASS __new_CPlifMatrix},
2065 {"MulticlassModel", SHOGUN_BASIC_CLASS __new_CMulticlassModel},
2066 {"Sequence", SHOGUN_BASIC_CLASS __new_CSequence},
2067 {"SequenceLabels", SHOGUN_BASIC_CLASS __new_CSequenceLabels},
2068 {"GEMPLP", SHOGUN_BASIC_CLASS __new_CGEMPLP},
2069 {"MulticlassSOLabels", SHOGUN_BASIC_CLASS __new_CMulticlassSOLabels},
2070 {"SOSVMHelper", SHOGUN_BASIC_CLASS __new_CSOSVMHelper},
2071 {"DynProg", SHOGUN_BASIC_CLASS __new_CDynProg},
2072 {"MAPInference", SHOGUN_BASIC_CLASS __new_CMAPInference},
2073 {"DualLibQPBMSOSVM", SHOGUN_BASIC_CLASS __new_CDualLibQPBMSOSVM},
2074 {"HashedMultilabelModel", SHOGUN_BASIC_CLASS __new_CHashedMultilabelModel},
2075 {"HMSVMModel", SHOGUN_BASIC_CLASS __new_CHMSVMModel},
2076 {"FWSOSVM", SHOGUN_BASIC_CLASS __new_CFWSOSVM},
2077 {"FactorDataSource", SHOGUN_BASIC_CLASS __new_CFactorDataSource},
2078 {"Factor", SHOGUN_BASIC_CLASS __new_CFactor},
2079 {"MultilabelCLRModel", SHOGUN_BASIC_CLASS __new_CMultilabelCLRModel},
2080 {"FactorType", SHOGUN_BASIC_CLASS __new_CFactorType},
2081 {"TableFactorType", SHOGUN_BASIC_CLASS __new_CTableFactorType},
2082 {"FactorGraph", SHOGUN_BASIC_CLASS __new_CFactorGraph},
2084 {"GraphCut", SHOGUN_BASIC_CLASS __new_CGraphCut},
2085 {"FactorGraphDataGenerator", SHOGUN_BASIC_CLASS __new_CFactorGraphDataGenerator},
2086 {"KernelMachine", SHOGUN_BASIC_CLASS __new_CKernelMachine},
2087 {"OnlineLinearMachine", SHOGUN_BASIC_CLASS __new_COnlineLinearMachine},
2088 {"Machine", SHOGUN_BASIC_CLASS __new_CMachine},
2089 {"LinearMachine", SHOGUN_BASIC_CLASS __new_CLinearMachine},
2090 {"RandomForest", SHOGUN_BASIC_CLASS __new_CRandomForest},
2091 {"LinearMulticlassMachine", SHOGUN_BASIC_CLASS __new_CLinearMulticlassMachine},
2092 {"BaseMulticlassMachine", SHOGUN_BASIC_CLASS __new_CBaseMulticlassMachine},
2093 {"StochasticGBMachine", SHOGUN_BASIC_CLASS __new_CStochasticGBMachine},
2094 {"DistanceMachine", SHOGUN_BASIC_CLASS __new_CDistanceMachine},
2095 {"LinearStructuredOutputMachine", SHOGUN_BASIC_CLASS __new_CLinearStructuredOutputMachine},
2096 {"BaggingMachine", SHOGUN_BASIC_CLASS __new_CBaggingMachine},
2097 {"NativeMulticlassMachine", SHOGUN_BASIC_CLASS __new_CNativeMulticlassMachine},
2098 {"KernelMulticlassMachine", SHOGUN_BASIC_CLASS __new_CKernelMulticlassMachine},
2099 {"StructuredOutputMachine", SHOGUN_BASIC_CLASS __new_CStructuredOutputMachine},
2100 {"GaussianProcessMachine", SHOGUN_BASIC_CLASS __new_CGaussianProcessMachine},
2101 {"KernelStructuredOutputMachine", SHOGUN_BASIC_CLASS __new_CKernelStructuredOutputMachine},
2102 {"ExactInferenceMethod", SHOGUN_BASIC_CLASS __new_CExactInferenceMethod},
2103 {"SingleFITCLaplacianInferenceMethod", SHOGUN_BASIC_CLASS __new_CSingleFITCLaplacianInferenceMethod},
2104 {"SingleLaplacianInferenceMethod", SHOGUN_BASIC_CLASS __new_CSingleLaplacianInferenceMethod},
2105 {"ConstMean", SHOGUN_BASIC_CLASS __new_CConstMean},
2106 {"SingleLaplacianInferenceMethodWithLBFGS", SHOGUN_BASIC_CLASS __new_CSingleLaplacianInferenceMethodWithLBFGS},
2107 {"ProbitLikelihood", SHOGUN_BASIC_CLASS __new_CProbitLikelihood},
2108 {"KLCovarianceInferenceMethod", SHOGUN_BASIC_CLASS __new_CKLCovarianceInferenceMethod},
2109 {"GaussianARDSparseKernel", SHOGUN_BASIC_CLASS __new_CGaussianARDSparseKernel},
2110 {"GaussianLikelihood", SHOGUN_BASIC_CLASS __new_CGaussianLikelihood},
2111 {"StudentsTLikelihood", SHOGUN_BASIC_CLASS __new_CStudentsTLikelihood},
2112 {"KLApproxDiagonalInferenceMethod", SHOGUN_BASIC_CLASS __new_CKLApproxDiagonalInferenceMethod},
2113 {"EPInferenceMethod", SHOGUN_BASIC_CLASS __new_CEPInferenceMethod},
2114 {"MultiLaplacianInferenceMethod", SHOGUN_BASIC_CLASS __new_CMultiLaplacianInferenceMethod},
2115 {"LogitLikelihood", SHOGUN_BASIC_CLASS __new_CLogitLikelihood},
2116 {"SingleFITCLaplacianInferenceMethodWithLBFGS", SHOGUN_BASIC_CLASS __new_CSingleFITCLaplacianInferenceMethodWithLBFGS},
2117 {"LogitVGPiecewiseBoundLikelihood", SHOGUN_BASIC_CLASS __new_CLogitVGPiecewiseBoundLikelihood},
2118 {"KLDualInferenceMethod", SHOGUN_BASIC_CLASS __new_CKLDualInferenceMethod},
2119 {"KLCholeskyInferenceMethod", SHOGUN_BASIC_CLASS __new_CKLCholeskyInferenceMethod},
2120 {"ProbitVGLikelihood", SHOGUN_BASIC_CLASS __new_CProbitVGLikelihood},
2121 {"FITCInferenceMethod", SHOGUN_BASIC_CLASS __new_CFITCInferenceMethod},
2122 {"LogitVGLikelihood", SHOGUN_BASIC_CLASS __new_CLogitVGLikelihood},
2123 {"ZeroMean", SHOGUN_BASIC_CLASS __new_CZeroMean},
2124 {"LogitDVGLikelihood", SHOGUN_BASIC_CLASS __new_CLogitDVGLikelihood},
2125 {"SoftMaxLikelihood", SHOGUN_BASIC_CLASS __new_CSoftMaxLikelihood},
2126 {"SparseVGInferenceMethod", SHOGUN_BASIC_CLASS __new_CSparseVGInferenceMethod},
2127 {"StudentsTVGLikelihood", SHOGUN_BASIC_CLASS __new_CStudentsTVGLikelihood},
2128 {"GUIFeatures", SHOGUN_BASIC_CLASS __new_CGUIFeatures},
2129 {"GUITime", SHOGUN_BASIC_CLASS __new_CGUITime},
2130 {"GUIHMM", SHOGUN_BASIC_CLASS __new_CGUIHMM},
2131 {"GUIDistance", SHOGUN_BASIC_CLASS __new_CGUIDistance},
2132 {"GUIClassifier", SHOGUN_BASIC_CLASS __new_CGUIClassifier},
2133 {"GUIPluginEstimate", SHOGUN_BASIC_CLASS __new_CGUIPluginEstimate},
2134 {"GUILabels", SHOGUN_BASIC_CLASS __new_CGUILabels},
2135 {"GUIStructure", SHOGUN_BASIC_CLASS __new_CGUIStructure},
2136 {"GUIMath", SHOGUN_BASIC_CLASS __new_CGUIMath},
2137 {"GUIKernel", SHOGUN_BASIC_CLASS __new_CGUIKernel},
2138 {"GUIPreprocessor", SHOGUN_BASIC_CLASS __new_CGUIPreprocessor},
2139 {"GUIConverter", SHOGUN_BASIC_CLASS __new_CGUIConverter},
2140 {"LeastSquaresRegression", SHOGUN_BASIC_CLASS __new_CLeastSquaresRegression},
2141 {"LinearRidgeRegression", SHOGUN_BASIC_CLASS __new_CLinearRidgeRegression},
2142 {"LeastAngleRegression", SHOGUN_BASIC_CLASS __new_CLeastAngleRegression},
2143 {"KernelRidgeRegression", SHOGUN_BASIC_CLASS __new_CKernelRidgeRegression},
2144 {"GaussianProcessRegression", SHOGUN_BASIC_CLASS __new_CGaussianProcessRegression},
2145 {"SVRLight", SHOGUN_BASIC_CLASS __new_CSVRLight},
2146 {"LibLinearRegression", SHOGUN_BASIC_CLASS __new_CLibLinearRegression},
2147 {"LibSVR", SHOGUN_BASIC_CLASS __new_CLibSVR},
2148 {"MKLRegression", SHOGUN_BASIC_CLASS __new_CMKLRegression},
2149 {"WeightedMajorityVote", SHOGUN_BASIC_CLASS __new_CWeightedMajorityVote},
2150 {"MeanRule", SHOGUN_BASIC_CLASS __new_CMeanRule},
2151 {"MajorityVote", SHOGUN_BASIC_CLASS __new_CMajorityVote},
2153 {"MMDKernelSelectionMedian", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionMedian},
2154 {"LinearTimeMMD", SHOGUN_BASIC_CLASS __new_CLinearTimeMMD},
2155 {"KernelMeanMatching", SHOGUN_BASIC_CLASS __new_CKernelMeanMatching},
2156 {"MMDKernelSelectionOpt", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionOpt},
2157 {"MMDKernelSelectionMax", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionMax},
2158 {"NOCCO", SHOGUN_BASIC_CLASS __new_CNOCCO},
2159 {"MMDKernelSelectionCombMaxL2", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionCombMaxL2},
2160 {"MMDKernelSelectionCombOpt", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionCombOpt},
2161 {"QuadraticTimeMMD", SHOGUN_BASIC_CLASS __new_CQuadraticTimeMMD},
2162 {"Compressor", SHOGUN_BASIC_CLASS __new_CCompressor},
2164 {"SerialComputationEngine", SHOGUN_BASIC_CLASS __new_CSerialComputationEngine},
2165 {"JobResult", SHOGUN_BASIC_CLASS __new_CJobResult},
2167 {"IndexBlockGroup", SHOGUN_BASIC_CLASS __new_CIndexBlockGroup},
2168 {"StructuredData", SHOGUN_BASIC_CLASS __new_CStructuredData},
2169 {"IndexBlockTree", SHOGUN_BASIC_CLASS __new_CIndexBlockTree},
2171 {"DynamicObjectArray", SHOGUN_BASIC_CLASS __new_CDynamicObjectArray},
2172 {"BitString", SHOGUN_BASIC_CLASS __new_CBitString},
2173 {"DelimiterTokenizer", SHOGUN_BASIC_CLASS __new_CDelimiterTokenizer},
2174 {"IndexBlock", SHOGUN_BASIC_CLASS __new_CIndexBlock},
2175 {"ListElement", SHOGUN_BASIC_CLASS __new_CListElement},
2177 {"Signal", SHOGUN_BASIC_CLASS __new_CSignal},
2178 {"CircularBuffer", SHOGUN_BASIC_CLASS __new_CCircularBuffer},
2179 {"NGramTokenizer", SHOGUN_BASIC_CLASS __new_CNGramTokenizer},
2180 {"LatentSVM", SHOGUN_BASIC_CLASS __new_CLatentSVM},
2181 {"LatentSOSVM", SHOGUN_BASIC_CLASS __new_CLatentSOSVM},
2183 {"LMNNStatistics", SHOGUN_BASIC_CLASS __new_CLMNNStatistics},
2184 {"SparseInverseCovariance", SHOGUN_BASIC_CLASS __new_CSparseInverseCovariance},
2185 {"DirectEigenSolver", SHOGUN_BASIC_CLASS __new_CDirectEigenSolver},
2186 {"LanczosEigenSolver", SHOGUN_BASIC_CLASS __new_CLanczosEigenSolver},
2187 {"DirectSparseLinearSolver", SHOGUN_BASIC_CLASS __new_CDirectSparseLinearSolver},
2188 {"ConjugateGradientSolver", SHOGUN_BASIC_CLASS __new_CConjugateGradientSolver},
2189 {"DirectLinearSolverComplex", SHOGUN_BASIC_CLASS __new_CDirectLinearSolverComplex},
2190 {"ProbingSampler", SHOGUN_BASIC_CLASS __new_CProbingSampler},
2191 {"NormalSampler", SHOGUN_BASIC_CLASS __new_CNormalSampler},
2192 {"RationalApproximationIndividualJob", SHOGUN_BASIC_CLASS __new_CRationalApproximationIndividualJob},
2193 {"RationalApproximationCGMJob", SHOGUN_BASIC_CLASS __new_CRationalApproximationCGMJob},
2194 {"DenseExactLogJob", SHOGUN_BASIC_CLASS __new_CDenseExactLogJob},
2195 {"IndividualJobResultAggregator", SHOGUN_BASIC_CLASS __new_CIndividualJobResultAggregator},
2196 {"LogDetEstimator", SHOGUN_BASIC_CLASS __new_CLogDetEstimator},
2197 {"LogRationalApproximationIndividual", SHOGUN_BASIC_CLASS __new_CLogRationalApproximationIndividual},
2198 {"DenseMatrixExactLog", SHOGUN_BASIC_CLASS __new_CDenseMatrixExactLog},
2199 {"LogRationalApproximationCGM", SHOGUN_BASIC_CLASS __new_CLogRationalApproximationCGM},
2200 {"Statistics", SHOGUN_BASIC_CLASS __new_CStatistics},
2201 {"Random", SHOGUN_BASIC_CLASS __new_CRandom},
2202 {"JacobiEllipticFunctions", SHOGUN_BASIC_CLASS __new_CJacobiEllipticFunctions},
2203 {"Integration", SHOGUN_BASIC_CLASS __new_CIntegration},
2205 {"QDiag", SHOGUN_BASIC_CLASS __new_CQDiag},
2206 {"UWedge", SHOGUN_BASIC_CLASS __new_CUWedge},
2207 {"JADiag", SHOGUN_BASIC_CLASS __new_CJADiag},
2208 {"FFDiag", SHOGUN_BASIC_CLASS __new_CFFDiag},
2209 {"JediDiag", SHOGUN_BASIC_CLASS __new_CJediDiag},
2210 {"JADiagOrth", SHOGUN_BASIC_CLASS __new_CJADiagOrth},
2211 {"GridSearchModelSelection", SHOGUN_BASIC_CLASS __new_CGridSearchModelSelection},
2212 {"GradientModelSelection", SHOGUN_BASIC_CLASS __new_CGradientModelSelection},
2213 {"ParameterCombination", SHOGUN_BASIC_CLASS __new_CParameterCombination},
2214 {"ModelSelectionParameters", SHOGUN_BASIC_CLASS __new_CModelSelectionParameters},
2215 {"RandomSearchModelSelection", SHOGUN_BASIC_CLASS __new_CRandomSearchModelSelection},
2216 {"HessianLocallyLinearEmbedding", SHOGUN_BASIC_CLASS __new_CHessianLocallyLinearEmbedding},
2217 {"LocallyLinearEmbedding", SHOGUN_BASIC_CLASS __new_CLocallyLinearEmbedding},
2218 {"LaplacianEigenmaps", SHOGUN_BASIC_CLASS __new_CLaplacianEigenmaps},
2219 {"TDistributedStochasticNeighborEmbedding", SHOGUN_BASIC_CLASS __new_CTDistributedStochasticNeighborEmbedding},
2220 {"LocalTangentSpaceAlignment", SHOGUN_BASIC_CLASS __new_CLocalTangentSpaceAlignment},
2221 {"MultidimensionalScaling", SHOGUN_BASIC_CLASS __new_CMultidimensionalScaling},
2222 {"KernelLocallyLinearEmbedding", SHOGUN_BASIC_CLASS __new_CKernelLocallyLinearEmbedding},
2223 {"LocalityPreservingProjections", SHOGUN_BASIC_CLASS __new_CLocalityPreservingProjections},
2225 {"FFSep", SHOGUN_BASIC_CLASS __new_CFFSep},
2226 {"FastICA", SHOGUN_BASIC_CLASS __new_CFastICA},
2227 {"JediSep", SHOGUN_BASIC_CLASS __new_CJediSep},
2228 {"UWedgeSep", SHOGUN_BASIC_CLASS __new_CUWedgeSep},
2230 {"Isomap", SHOGUN_BASIC_CLASS __new_CIsomap},
2231 {"DiffusionMaps", SHOGUN_BASIC_CLASS __new_CDiffusionMaps},
2232 {"LinearLocalTangentSpaceAlignment", SHOGUN_BASIC_CLASS __new_CLinearLocalTangentSpaceAlignment},
2233 {"ManifoldSculpting", SHOGUN_BASIC_CLASS __new_CManifoldSculpting},
2234 {"FactorAnalysis", SHOGUN_BASIC_CLASS __new_CFactorAnalysis},
2235 {"NeighborhoodPreservingEmbedding", SHOGUN_BASIC_CLASS __new_CNeighborhoodPreservingEmbedding},
2236 {"StochasticProximityEmbedding", SHOGUN_BASIC_CLASS __new_CStochasticProximityEmbedding},
2237 {"HashedDocConverter", SHOGUN_BASIC_CLASS __new_CHashedDocConverter},
2238 {"AveragedPerceptron", SHOGUN_BASIC_CLASS __new_CAveragedPerceptron},
2239 {"Perceptron", SHOGUN_BASIC_CLASS __new_CPerceptron},
2240 {"FeatureBlockLogisticRegression", SHOGUN_BASIC_CLASS __new_CFeatureBlockLogisticRegression},
2241 {"PluginEstimate", SHOGUN_BASIC_CLASS __new_CPluginEstimate},
2242 {"MKLMulticlass", SHOGUN_BASIC_CLASS __new_CMKLMulticlass},
2243 {"MKLOneClass", SHOGUN_BASIC_CLASS __new_CMKLOneClass},
2244 {"MKLClassification", SHOGUN_BASIC_CLASS __new_CMKLClassification},
2245 {"VowpalWabbit", SHOGUN_BASIC_CLASS __new_CVowpalWabbit},
2246 {"VwAdaptiveLearner", SHOGUN_BASIC_CLASS __new_CVwAdaptiveLearner},
2247 {"VwNonAdaptiveLearner", SHOGUN_BASIC_CLASS __new_CVwNonAdaptiveLearner},
2248 {"VwRegressor", SHOGUN_BASIC_CLASS __new_CVwRegressor},
2249 {"VwNativeCacheReader", SHOGUN_BASIC_CLASS __new_CVwNativeCacheReader},
2250 {"VwNativeCacheWriter", SHOGUN_BASIC_CLASS __new_CVwNativeCacheWriter},
2251 {"VwEnvironment", SHOGUN_BASIC_CLASS __new_CVwEnvironment},
2252 {"VwParser", SHOGUN_BASIC_CLASS __new_CVwParser},
2253 {"NearestCentroid", SHOGUN_BASIC_CLASS __new_CNearestCentroid},
2254 {"GPBTSVM", SHOGUN_BASIC_CLASS __new_CGPBTSVM},
2255 {"SGDQN", SHOGUN_BASIC_CLASS __new_CSGDQN},
2256 {"GNPPSVM", SHOGUN_BASIC_CLASS __new_CGNPPSVM},
2258 {"LibLinear", SHOGUN_BASIC_CLASS __new_CLibLinear},
2259 {"GNPPLib", SHOGUN_BASIC_CLASS __new_CGNPPLib},
2260 {"LibSVM", SHOGUN_BASIC_CLASS __new_CLibSVM},
2261 {"MPDSVM", SHOGUN_BASIC_CLASS __new_CMPDSVM},
2262 {"WDSVMOcas", SHOGUN_BASIC_CLASS __new_CWDSVMOcas},
2263 {"OnlineLibLinear", SHOGUN_BASIC_CLASS __new_COnlineLibLinear},
2264 {"SVMLight", SHOGUN_BASIC_CLASS __new_CSVMLight},
2265 {"QPBSVMLib", SHOGUN_BASIC_CLASS __new_CQPBSVMLib},
2266 {"NewtonSVM", SHOGUN_BASIC_CLASS __new_CNewtonSVM},
2267 {"SVMLin", SHOGUN_BASIC_CLASS __new_CSVMLin},
2268 {"SVMSGD", SHOGUN_BASIC_CLASS __new_CSVMSGD},
2269 {"LibSVMOneClass", SHOGUN_BASIC_CLASS __new_CLibSVMOneClass},
2270 {"SVMLightOneClass", SHOGUN_BASIC_CLASS __new_CSVMLightOneClass},
2271 {"OnlineSVMSGD", SHOGUN_BASIC_CLASS __new_COnlineSVMSGD},
2272 {"SVMOcas", SHOGUN_BASIC_CLASS __new_CSVMOcas},
2273 {"GaussianProcessClassification", SHOGUN_BASIC_CLASS __new_CGaussianProcessClassification},
2275 {"LogLoss", SHOGUN_BASIC_CLASS __new_CLogLoss},
2276 {"HingeLoss", SHOGUN_BASIC_CLASS __new_CHingeLoss},
2277 {"HuberLoss", SHOGUN_BASIC_CLASS __new_CHuberLoss},
2278 {"SquaredHingeLoss", SHOGUN_BASIC_CLASS __new_CSquaredHingeLoss},
2279 {"SquaredLoss", SHOGUN_BASIC_CLASS __new_CSquaredLoss},
2280 {"LogLossMargin", SHOGUN_BASIC_CLASS __new_CLogLossMargin},
2281 {"ExponentialLoss", SHOGUN_BASIC_CLASS __new_CExponentialLoss},
2282 {"AbsoluteDeviationLoss", SHOGUN_BASIC_CLASS __new_CAbsoluteDeviationLoss},
2283 {"SmoothHingeLoss", SHOGUN_BASIC_CLASS __new_CSmoothHingeLoss},
2284 {"DecompressString", SHOGUN_TEMPLATE_CLASS __new_CDecompressString},
2285 {"StringFeatures", SHOGUN_TEMPLATE_CLASS __new_CStringFeatures},
2286 {"DenseSubSamplesFeatures", SHOGUN_TEMPLATE_CLASS __new_CDenseSubSamplesFeatures},
2287 {"DenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CDenseFeatures},
2288 {"StreamingHashedDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingHashedDenseFeatures},
2289 {"StreamingDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingDenseFeatures},
2290 {"StreamingStringFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingStringFeatures},
2291 {"StreamingHashedSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingHashedSparseFeatures},
2292 {"StreamingSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingSparseFeatures},
2293 {"MatrixFeatures", SHOGUN_TEMPLATE_CLASS __new_CMatrixFeatures},
2294 {"SparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CSparseFeatures},
2295 {"HashedDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CHashedDenseFeatures},
2296 {"HashedSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CHashedSparseFeatures},
2297 {"StringFileFeatures", SHOGUN_TEMPLATE_CLASS __new_CStringFileFeatures},
2298 {"DenseSubsetFeatures", SHOGUN_TEMPLATE_CLASS __new_CDenseSubsetFeatures},
2299 {"BinaryStream", SHOGUN_TEMPLATE_CLASS __new_CBinaryStream},
2301 {"StreamingFileFromSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingFileFromSparseFeatures},
2302 {"ParseBuffer", SHOGUN_TEMPLATE_CLASS __new_CParseBuffer},
2303 {"StreamingFileFromDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingFileFromDenseFeatures},
2304 {"StreamingFileFromStringFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingFileFromStringFeatures},
2305 {"MemoryMappedFile", SHOGUN_TEMPLATE_CLASS __new_CMemoryMappedFile},
2306 {"TreeMachine", SHOGUN_TEMPLATE_CLASS __new_CTreeMachine},
2309 {"DynamicArray", SHOGUN_TEMPLATE_CLASS __new_CDynamicArray},
2310 {"StoreScalarAggregator", SHOGUN_TEMPLATE_CLASS __new_CStoreScalarAggregator},
2311 {"ScalarResult", SHOGUN_TEMPLATE_CLASS __new_CScalarResult},
2312 {"VectorResult", SHOGUN_TEMPLATE_CLASS __new_CVectorResult},
2313 {"SparseMatrixOperator", SHOGUN_TEMPLATE_CLASS __new_CSparseMatrixOperator},
2314 {"DenseMatrixOperator", SHOGUN_TEMPLATE_CLASS __new_CDenseMatrixOperator}, {NULL, NULL}
2315 };
2316 
2317 CSGObject* shogun::new_sgserializable(const char* sgserializable_name,
2318  EPrimitiveType generic)
2319 {
2320  for (class_list_entry_t* i=class_list; i->m_class_name != NULL;
2321  i++)
2322  {
2323  if (strncmp(i->m_class_name, sgserializable_name, STRING_LEN) == 0)
2324  return i->m_new_sgserializable(generic);
2325  }
2326 
2327  return NULL;
2328 }
static SHOGUN_BASIC_CLASS CSGObject * __new_CVwParser(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CStreamingAsciiFile(EPrimitiveType g)
Definition: class_list.cpp:666
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CTreeMachine(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CCompressor(EPrimitiveType g)
Definition: class_list.cpp:928
static SHOGUN_BASIC_CLASS CSGObject * __new_CMMDKernelSelectionMedian(EPrimitiveType g)
Definition: class_list.cpp:919
An I/O buffer class.
Definition: IOBuffer.h:41
static SHOGUN_BASIC_CLASS CSGObject * __new_CQDA(EPrimitiveType g)
Definition: class_list.cpp:767
Class Time that implements a stopwatch based on either cpu time or wall clock time.
Definition: Time.h:47
static SHOGUN_BASIC_CLASS CSGObject * __new_CBaseMulticlassMachine(EPrimitiveType g)
Definition: class_list.cpp:858
Base class that stores the result of an independent job when the result is a scalar.
Definition: ScalarResult.h:24
static SHOGUN_BASIC_CLASS CSGObject * __new_CWDSVMOcas(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CHashedWDFeatures(EPrimitiveType g)
Definition: class_list.cpp:648
static SHOGUN_BASIC_CLASS CSGObject * __new_CStreamingHashedDocDotFeatures(EPrimitiveType g)
Definition: class_list.cpp:635
class Task used to represent tasks in multitask learning. Essentially it represent a set of feature v...
Definition: Task.h:27
class CosineDistance
static SHOGUN_BASIC_CLASS CSGObject * __new_CKLCholeskyInferenceMethod(EPrimitiveType g)
Definition: class_list.cpp:885
static SHOGUN_BASIC_CLASS CSGObject * __new_CMultitaskKernelPlifNormalizer(EPrimitiveType g)
Definition: class_list.cpp:589
static SHOGUN_BASIC_CLASS CSGObject * __new_COnlineSVMSGD(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CCosineDistance(EPrimitiveType g)
Definition: class_list.cpp:626
class SVMLin
Definition: SVMLin.h:22
static SHOGUN_BASIC_CLASS CSGObject * __new_CBallTree(EPrimitiveType g)
Definition: class_list.cpp:798
UI labels.
Definition: GUILabels.h:24
Wrapper class for an index subset which is used by SubsetStack.
Definition: Subset.h:24
static SHOGUN_BASIC_CLASS CSGObject * __new_CMeanAbsoluteError(EPrimitiveType g)
Definition: class_list.cpp:574
class HammingWordDistance
the class DimensionReductionPreprocessor, a base class for preprocessors used to lower the dimensiona...
class LinearLocalTangentSpaceAlignment converter used to construct embeddings as described in: ...
static SHOGUN_BASIC_CLASS CSGObject * __new_CJediDiag(EPrimitiveType g)
Definition: class_list.cpp:975
Class CFactorType defines the way of factor parameterization.
Definition: FactorType.h:24
Class that models Soft-Max likelihood.
static SHOGUN_BASIC_CLASS CSGObject * __new_CFile(EPrimitiveType g)
Definition: class_list.cpp:670
static SHOGUN_BASIC_CLASS CSGObject * __new_CCrossValidationPrintOutput(EPrimitiveType g)
Definition: class_list.cpp:583
Spherical kernel.
A Restricted Boltzmann Machine.
Definition: RBM.h:123
static SHOGUN_BASIC_CLASS CSGObject * __new_CKLDualInferenceMethod(EPrimitiveType g)
Definition: class_list.cpp:884
Positional PWM.
Definition: PositionalPWM.h:27
static SHOGUN_BASIC_CLASS CSGObject * __new_CDirectLinearSolverComplex(EPrimitiveType g)
Definition: class_list.cpp:955
The MultitaskKernel allows Multitask Learning via a modified kernel function.
Class KernelRidgeRegression implements Kernel Ridge Regression - a regularized least square method fo...
static SHOGUN_BASIC_CLASS CSGObject * __new_CIndexBlockGroup(EPrimitiveType g)
Definition: class_list.cpp:933
static SHOGUN_BASIC_CLASS CSGObject * __new_CLocalityPreservingProjections(EPrimitiveType g)
Definition: class_list.cpp:989
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CMatrixFeatures(EPrimitiveType g)
Computes the standard linear kernel on CDotFeatures.
Definition: LinearKernel.h:35
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CScalarResult(EPrimitiveType g)
base class for cross-validation evaluation. Given a learning machine, a splitting strategy...
static SHOGUN_BASIC_CLASS CSGObject * __new_CSerializableAsciiFile(EPrimitiveType g)
Definition: class_list.cpp:668
static SHOGUN_BASIC_CLASS CSGObject * __new_CJediSep(EPrimitiveType g)
Definition: class_list.cpp:993
static SHOGUN_BASIC_CLASS CSGObject * __new_CMultitaskLogisticRegression(EPrimitiveType g)
Definition: class_list.cpp:596
Class OnlineLinearMachine is a generic interface for linear machines like classifiers which work thro...
Class that models Logit likelihood.
Class QDA implements Quadratic Discriminant Analysis.
Definition: QDA.h:36
Base class of the labels used in Structured Output (SO) problems.
The standard Sigmoid kernel computed on dense real valued features.
Definition: SigmoidKernel.h:31
The class CNGramTokenizer is used to tokenize a SGVector into n-grams.
Latent Features class The class if for representing features for latent learning, e...
The class MulticlassOVREvaluation used to compute evaluation parameters of multiclass classification ...
static SHOGUN_BASIC_CLASS CSGObject * __new_CCombinedDotFeatures(EPrimitiveType g)
Definition: class_list.cpp:632
CAbsoluteDeviationLoss implements the absolute deviation loss function. .
static SHOGUN_BASIC_CLASS CSGObject * __new_CLogitVGLikelihood(EPrimitiveType g)
Definition: class_list.cpp:888
The class ContingencyTableEvaluation a base class used to evaluate 2-class classification with TP...
Class CVwNativeCacheReader reads from a cache exactly as that which has been produced by VW's default...
static SHOGUN_BASIC_CLASS CSGObject * __new_CLocalAlignmentStringKernel(EPrimitiveType g)
Definition: class_list.cpp:726
Computes the standard polynomial kernel on CDotFeatures.
Definition: PolyKernel.h:38
static SHOGUN_BASIC_CLASS CSGObject * __new_CLOOCrossValidationSplitting(EPrimitiveType g)
Definition: class_list.cpp:573
This class implements streaming features for a document collection. Like in the standard Bag-of-Words...
Model selection class which searches for the best model by a gradient-search.
The Gaussian exact form inference method class.
static SHOGUN_BASIC_CLASS CSGObject * __new_CUWedgeSep(EPrimitiveType g)
Definition: class_list.cpp:994
Class StreamingAsciiFile to read vector-by-vector from ASCII files.
Class that models Gaussian likelihood.
static SHOGUN_BASIC_CLASS CSGObject * __new_CTwoStateModel(EPrimitiveType g)
Definition: class_list.cpp:827
static SHOGUN_BASIC_CLASS CSGObject * __new_CMMDKernelSelectionCombMaxL2(EPrimitiveType g)
Definition: class_list.cpp:925
The Laplace approximation FITC inference method with LBFGS class for regression and binary classifica...
static SHOGUN_BASIC_CLASS CSGObject * __new_CLocalityImprovedStringKernel(EPrimitiveType g)
Definition: class_list.cpp:736
Real Labels are real-valued labels.
static SHOGUN_BASIC_CLASS CSGObject * __new_CProbitVGLikelihood(EPrimitiveType g)
Definition: class_list.cpp:886
MKLMulticlass is a class for L1-norm Multiclass MKL.
Definition: MKLMulticlass.h:40
static SHOGUN_BASIC_CLASS CSGObject * __new_CStructuredAccuracy(EPrimitiveType g)
Definition: class_list.cpp:561
a string class embedding a string in a compact bit representation
Definition: BitString.h:30
static SHOGUN_BASIC_CLASS CSGObject * __new_CRealFileFeatures(EPrimitiveType g)
Definition: class_list.cpp:653
static SHOGUN_BASIC_CLASS CSGObject * __new_CKernelDensity(EPrimitiveType g)
Definition: class_list.cpp:811
class GMNPLib Library of solvers for Generalized Minimal Norm Problem (GMNP).
Definition: GMNPLib.h:64
UI kernel.
Definition: GUIKernel.h:24
class IndexBlockGroup used to represent group-based feature relation.
static SHOGUN_BASIC_CLASS CSGObject * __new_CPyramidChi2(EPrimitiveType g)
Definition: class_list.cpp:688
Class that generates jobs for computing logarithm of a dense matrix linear operator.
static SHOGUN_BASIC_CLASS CSGObject * __new_CCombinedKernel(EPrimitiveType g)
Definition: class_list.cpp:752
Template class StringFeatures implements a list of strings.
Definition: WDSVMOcas.h:25
The class DenseFeatures implements dense feature matrices.
Definition: LDA.h:41
static SHOGUN_BASIC_CLASS CSGObject * __new_CConstMean(EPrimitiveType g)
Definition: class_list.cpp:871
static SHOGUN_BASIC_CLASS CSGObject * __new_CCanberraMetric(EPrimitiveType g)
Definition: class_list.cpp:620
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CDenseFeatures(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CPositionalPWM(EPrimitiveType g)
Definition: class_list.cpp:814
The Factor Analysis class is used to embed data using Factor Analysis algorithm.
static SHOGUN_BASIC_CLASS CSGObject * __new_CRandom(EPrimitiveType g)
Definition: class_list.cpp:967
static SHOGUN_BASIC_CLASS CSGObject * __new_CLineReader(EPrimitiveType g)
Definition: class_list.cpp:659
static SHOGUN_BASIC_CLASS CSGObject * __new_CSortUlongString(EPrimitiveType g)
Definition: class_list.cpp:551
static SHOGUN_BASIC_CLASS CSGObject * __new_CECOCRandomDenseEncoder(EPrimitiveType g)
Definition: class_list.cpp:779
Neural layer with leaky rectified linear neurons.
static SHOGUN_BASIC_CLASS CSGObject * __new_CLeastAngleRegression(EPrimitiveType g)
Definition: class_list.cpp:908
The Diagonal Kernel returns a constant for the diagonal and zero otherwise.
Definition: DiagKernel.h:28
static SHOGUN_BASIC_CLASS CSGObject * __new_CMulticlassLogisticRegression(EPrimitiveType g)
Definition: class_list.cpp:792
threshold based rejection strategy
static SHOGUN_BASIC_CLASS CSGObject * __new_CLinearStringKernel(EPrimitiveType g)
Definition: class_list.cpp:735
class to implement LibLinear
Definition: LibLinearMTL.h:91
static SHOGUN_BASIC_CLASS CSGObject * __new_CLogDetEstimator(EPrimitiveType g)
Definition: class_list.cpp:962
class PrecisionMeasure used to measure precision of 2-class classifier.
class WDSVMOcas
Definition: WDSVMOcas.h:28
static SHOGUN_BASIC_CLASS CSGObject * __new_CMultiquadricKernel(EPrimitiveType g)
Definition: class_list.cpp:751
static SHOGUN_BASIC_CLASS CSGObject * __new_CNeuralLayers(EPrimitiveType g)
Definition: class_list.cpp:676
static SHOGUN_BASIC_CLASS CSGObject * __new_CBinnedDotFeatures(EPrimitiveType g)
Definition: class_list.cpp:643
Class GaussianProcessRegression implements regression based on Gaussian Processes.
Gaussian Kernel with Automatic Relevance Detection with supporting Sparse inference.
experimental abstract native multiclass machine class
class SparseEucldeanDistance
static SHOGUN_BASIC_CLASS CSGObject * __new_CFFDiag(EPrimitiveType g)
Definition: class_list.cpp:974
static SHOGUN_BASIC_CLASS CSGObject * __new_CTaskTree(EPrimitiveType g)
Definition: class_list.cpp:591
static SHOGUN_BASIC_CLASS CSGObject * __new_CStructuredData(EPrimitiveType g)
Definition: class_list.cpp:934
Class DualLibQPBMSOSVM that uses Bundle Methods for Regularized Risk Minimization algorithms for stru...
static SHOGUN_BASIC_CLASS CSGObject * __new_CJacobiEllipticFunctions(EPrimitiveType g)
Definition: class_list.cpp:968
static SHOGUN_BASIC_CLASS CSGObject * __new_CFactorGraphObservation(EPrimitiveType g)
Definition: class_list.cpp:760
CExponentialLoss implements the exponential loss function. .
Class CStreamingFileFromDenseFeatures is a derived class of CStreamingFile which creates an input sou...
Implementation of circular buffer This buffer has logical structure such as queue (FIFO)...
This class implements streaming features with dense feature vectors.
static SHOGUN_BASIC_CLASS CSGObject * __new_CNeuralConvolutionalLayer(EPrimitiveType g)
Definition: class_list.cpp:674
static SHOGUN_BASIC_CLASS CSGObject * __new_CDixonQTestRejectionStrategy(EPrimitiveType g)
Definition: class_list.cpp:791
This class offers access to the Oligo Kernel introduced by Meinicke et al. in 2004.
static SHOGUN_BASIC_CLASS CSGObject * __new_CQDiag(EPrimitiveType g)
Definition: class_list.cpp:971
static SHOGUN_BASIC_CLASS CSGObject * __new_CWaveKernel(EPrimitiveType g)
Definition: class_list.cpp:707
multiclass one vs one strategy used to train generic multiclass machines for K-class problems with bu...
static SHOGUN_BASIC_CLASS CSGObject * __new_CCommWordStringKernel(EPrimitiveType g)
Definition: class_list.cpp:743
CTaxonomy is used to describe hierarchical structure between tasks.
static SHOGUN_BASIC_CLASS CSGObject * __new_CFactorGraphDataGenerator(EPrimitiveType g)
Definition: class_list.cpp:851
static SHOGUN_BASIC_CLASS CSGObject * __new_CKNN(EPrimitiveType g)
Definition: class_list.cpp:806
static SHOGUN_BASIC_CLASS CSGObject * __new_CMahalanobisDistance(EPrimitiveType g)
Definition: class_list.cpp:614
The CommUlongString kernel may be used to compute the spectrum kernel from strings that have been map...
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CStreamingStringFeatures(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CCARTree(EPrimitiveType g)
Definition: class_list.cpp:796
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CStreamingHashedDenseFeatures(EPrimitiveType g)
DiceKernelNormalizer performs kernel normalization inspired by the Dice coefficient (see http://en...
The MultitaskKernel allows Multitask Learning via a modified kernel function.
static SHOGUN_BASIC_CLASS CSGObject * __new_CSimpleLocalityImprovedStringKernel(EPrimitiveType g)
Definition: class_list.cpp:738
#define SHOGUN_BASIC_CLASS
Definition: class_list.cpp:538
Class CMultilabelSOLabels used in the application of Structured Output (SO) learning to Multilabel Cl...
LibSVM.
Definition: LibSVM.h:30
static SHOGUN_BASIC_CLASS CSGObject * __new_CMultitaskLinearMachine(EPrimitiveType g)
Definition: class_list.cpp:606
static SHOGUN_BASIC_CLASS CSGObject * __new_CParameterCombination(EPrimitiveType g)
Definition: class_list.cpp:979
static SHOGUN_BASIC_CLASS CSGObject * __new_CEMMixtureModel(EPrimitiveType g)
Definition: class_list.cpp:809
static SHOGUN_BASIC_CLASS CSGObject * __new_CBrayCurtisDistance(EPrimitiveType g)
Definition: class_list.cpp:613
Template class SimpleFile to read and write from files.
Definition: SimpleFile.h:30
A base class for Gaussian Processes.
class IndexBlockTree used to represent tree guided feature relation.
static SHOGUN_BASIC_CLASS CSGObject * __new_CRegulatoryModulesStringKernel(EPrimitiveType g)
Definition: class_list.cpp:728
The Custom Kernel allows for custom user provided kernel matrices.
Definition: CustomKernel.h:36
static SHOGUN_BASIC_CLASS CSGObject * __new_CNGramTokenizer(EPrimitiveType g)
Definition: class_list.cpp:945
This class implements the NOrmalized Cross Covariance Operator (NOCCO) based independence test as des...
Definition: NOCCO.h:109
The Product kernel is used to combine a number of kernels into a single ProductKernel object by eleme...
Definition: ProductKernel.h:41
static SHOGUN_BASIC_CLASS CSGObject * __new_CMulticlassOVREvaluation(EPrimitiveType g)
Definition: class_list.cpp:578
class JediSep
Definition: JediSep.h:35
The class IndexFeatures implements features that contain the index of the features. This features used in the CCustomKernel::init to make the subset of the kernel matrix. Initial CIndexFeature of row_idx and col_idx, pass them to the CCustomKernel::init(row_idx, col_idx), then use CCustomKernel::get_kernel_matrix() will get the sub kernel matrix specified by the row_idx and col_idx.
Definition: IndexFeatures.h:53
static SHOGUN_BASIC_CLASS CSGObject * __new_CFactorGraphLabels(EPrimitiveType g)
Definition: class_list.cpp:761
static SHOGUN_BASIC_CLASS CSGObject * __new_CBinaryFile(EPrimitiveType g)
Definition: class_list.cpp:667
static SHOGUN_BASIC_CLASS CSGObject * __new_CFactorType(EPrimitiveType g)
Definition: class_list.cpp:846
static SHOGUN_BASIC_CLASS CSGObject * __new_CPlifArray(EPrimitiveType g)
Definition: class_list.cpp:822
Class CVwEnvironment is the environment used by VW.
Definition: VwEnvironment.h:41
Class that computes multiple independent instances of computation jobs sequentially.
static SHOGUN_BASIC_CLASS CSGObject * __new_CGraphCut(EPrimitiveType g)
Definition: class_list.cpp:850
Class GaussianProcessClassification implements binary and multiclass classification based on Gaussian...
Represents a single layer neural autoencoder.
Definition: Autoencoder.h:86
class CTDistributedStochasticNeighborEmbedding used to embed data using t-distributed stochastic neig...
class to perform Least Squares Regression
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CDynamicArray(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CAlphabet(EPrimitiveType g)
Definition: class_list.cpp:633
static SHOGUN_BASIC_CLASS CSGObject * __new_CNeighborhoodPreservingEmbedding(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CCustomKernel(EPrimitiveType g)
Definition: class_list.cpp:753
Class CFWSOSVM solves SOSVM using Frank-Wolfe algorithm [1].
Definition: FWSOSVM.h:26
simplified version of Dixon's Q test outlier based rejection strategy. Statistic values are taken fro...
Implementaion of rational approximation of a operator-function times vector where the operator functi...
static SHOGUN_BASIC_CLASS CSGObject * __new_CStructuredLabels(EPrimitiveType g)
Definition: class_list.cpp:766
Class MCLDA implements multiclass Linear Discriminant Analysis.
Definition: MCLDA.h:39
Class that represents the job of applying the log of a CDenseMatrixOperator on a real vector...
static SHOGUN_BASIC_CLASS CSGObject * __new_CMulticlassSVM(EPrimitiveType g)
Definition: class_list.cpp:771
class that uses conjugate gradient method of solving a linear system involving a real valued linear o...
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CHashedDenseFeatures(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CBinaryLabels(EPrimitiveType g)
Definition: class_list.cpp:764
static SHOGUN_BASIC_CLASS CSGObject * __new_CGaussianNaiveBayes(EPrimitiveType g)
Definition: class_list.cpp:773
static SHOGUN_BASIC_CLASS CSGObject * __new_CDirectSparseLinearSolver(EPrimitiveType g)
Definition: class_list.cpp:953
static SHOGUN_BASIC_CLASS CSGObject * __new_CMulticlassLabels(EPrimitiveType g)
Definition: class_list.cpp:762
UI HMM (Hidden Markov Model)
Definition: GUIHMM.h:26
The Jensen-Shannon kernel operating on real-valued vectors computes the Jensen-Shannon distance betwe...
static SHOGUN_BASIC_CLASS CSGObject * __new_CRandomSearchModelSelection(EPrimitiveType g)
Definition: class_list.cpp:981
static SHOGUN_BASIC_CLASS CSGObject * __new_CNeuralNetworkFileReader(EPrimitiveType g)
Definition: class_list.cpp:673
static SHOGUN_BASIC_CLASS CSGObject * __new_CSingleLaplacianInferenceMethodWithLBFGS(EPrimitiveType g)
Definition: class_list.cpp:872
class GNPPLib, a Library of solvers for Generalized Nearest Point Problem (GNPP). ...
Definition: GNPPLib.h:30
class CrossCorrelationMeasure used to measure cross correlation coefficient of 2-class classifier...
static SHOGUN_BASIC_CLASS CSGObject * __new_CExplicitSpecFeatures(EPrimitiveType g)
Definition: class_list.cpp:634
static SHOGUN_BASIC_CLASS CSGObject * __new_CGUIPreprocessor(EPrimitiveType g)
Definition: class_list.cpp:904
The class GaussianMatchStringKernel computes a variant of the Gaussian kernel on strings of same leng...
static SHOGUN_BASIC_CLASS CSGObject * __new_CCircularBuffer(EPrimitiveType g)
Definition: class_list.cpp:944
class Latent Structured Output SVM, an structured output based machine for classification problems wi...
Definition: LatentSOSVM.h:25
Implements optimal kernel selection for single kernels. Given a number of baseline kernels...
Class FFDiag.
Definition: FFDiag.h:35
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CStoreScalarAggregator(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CLinearTimeMMD(EPrimitiveType g)
Definition: class_list.cpp:920
This class implements Ball tree. The ball tree is contructed using the top-down approach. cf. ftp://ftp.icsi.berkeley.edu/pub/techreports/1989/tr-89-063.pdf.
Definition: BallTree.h:45
static SHOGUN_BASIC_CLASS CSGObject * __new_CLogitDVGLikelihood(EPrimitiveType g)
Definition: class_list.cpp:890
static SHOGUN_BASIC_CLASS CSGObject * __new_CZeroMeanCenterKernelNormalizer(EPrimitiveType g)
Definition: class_list.cpp:698
class MinkowskiMetric
CVwParser is the object which provides the functions to parse examples from buffered input...
Definition: VwParser.h:48
static SHOGUN_BASIC_CLASS CSGObject * __new_CSVMLin(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CGUIStructure(EPrimitiveType g)
Definition: class_list.cpp:901
static SHOGUN_BASIC_CLASS CSGObject * __new_CTensorProductPairKernel(EPrimitiveType g)
Definition: class_list.cpp:703
static SHOGUN_BASIC_CLASS CSGObject * __new_CLDA(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CLibLinearRegression(EPrimitiveType g)
Definition: class_list.cpp:912
This class implements the CHAID algorithm proposed by Kass (1980) for decision tree learning...
Definition: CHAIDTree.h:90
static SHOGUN_BASIC_CLASS CSGObject * __new_CFisherLDA(EPrimitiveType g)
Definition: class_list.cpp:550
Class CHMSVMModel that represents the application specific model and contains the application depende...
Definition: HMSVMModel.h:31
static SHOGUN_BASIC_CLASS CSGObject * __new_CLinearMulticlassMachine(EPrimitiveType g)
Definition: class_list.cpp:857
class AccuracyMeasure used to measure accuracy of 2-class classifier.
Gaussian distribution interface.
Definition: Gaussian.h:50
static SHOGUN_BASIC_CLASS CSGObject * __new_CGradientCriterion(EPrimitiveType g)
Definition: class_list.cpp:554
static SHOGUN_BASIC_CLASS CSGObject * __new_CGUIConverter(EPrimitiveType g)
Definition: class_list.cpp:905
static SHOGUN_BASIC_CLASS CSGObject * __new_CStreamingFile(EPrimitiveType g)
Definition: class_list.cpp:665
static SHOGUN_BASIC_CLASS CSGObject * __new_CJensenShannonKernel(EPrimitiveType g)
Definition: class_list.cpp:721
class MPDSVM
Definition: MPDSVM.h:24
static SHOGUN_BASIC_CLASS CSGObject * __new_CLocalTangentSpaceAlignment(EPrimitiveType g)
Definition: class_list.cpp:986
class CTwoStateModel class for the internal two-state representation used in the CHMSVMModel.
Definition: TwoStateModel.h:26
static SHOGUN_BASIC_CLASS CSGObject * __new_CNeuralNetwork(EPrimitiveType g)
Definition: class_list.cpp:675
static SHOGUN_BASIC_CLASS CSGObject * __new_CDenseExactLogJob(EPrimitiveType g)
Definition: class_list.cpp:960
Template class SparseFeatures implements sparse matrices.
Preprocessor FisherLDA attempts to model the difference between the classes of data by performing lin...
Definition: FisherLDA.h:92
static SHOGUN_BASIC_CLASS CSGObject * __new_CDiffusionMaps(EPrimitiveType g)
Definition: class_list.cpp:997
Base class that stores the result of an independent job.
Definition: JobResult.h:21
static SHOGUN_BASIC_CLASS CSGObject * __new_CInverseMultiQuadricKernel(EPrimitiveType g)
Definition: class_list.cpp:708
spectrum rbf kernel
static SHOGUN_BASIC_CLASS CSGObject * __new_CJADiag(EPrimitiveType g)
Definition: class_list.cpp:973
static SHOGUN_BASIC_CLASS CSGObject * __new_CGUIDistance(EPrimitiveType g)
Definition: class_list.cpp:897
static SHOGUN_BASIC_CLASS CSGObject * __new_CNeuralLinearLayer(EPrimitiveType g)
Definition: class_list.cpp:680
static SHOGUN_BASIC_CLASS CSGObject * __new_CSNPStringKernel(EPrimitiveType g)
Definition: class_list.cpp:732
class Jade
Definition: Jade.h:37
static SHOGUN_BASIC_CLASS CSGObject * __new_CNOCCO(EPrimitiveType g)
Definition: class_list.cpp:924
class Multitask Least Squares Regression, a machine to solve regression problems with a few tasks rel...
static SHOGUN_BASIC_CLASS CSGObject * __new_CSmoothHingeLoss(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CDiagKernel(EPrimitiveType g)
Definition: class_list.cpp:755
The FixedDegree String kernel takes as input two strings of same size and counts the number of matche...
static SHOGUN_BASIC_CLASS CSGObject * __new_CMultidimensionalScaling(EPrimitiveType g)
Definition: class_list.cpp:987
Class that models Logit likelihood and uses variational piecewise bound to approximate the following ...
static SHOGUN_BASIC_CLASS CSGObject * __new_CGaussian(EPrimitiveType g)
Definition: class_list.cpp:808
class StochasticProximityEmbedding used to construct embeddings of data using the Stochastic Proximit...
Class JADiagOrth.
Definition: JADiagOrth.h:35
A generic multi-layer neural network.
Class QDiag.
Definition: QDiag.h:34
static SHOGUN_BASIC_CLASS CSGObject * __new_CNativeMulticlassMachine(EPrimitiveType g)
Definition: class_list.cpp:863
Trains a one class C SVM.
The periodic kernel as described in The Kernel Cookbook by David Duvenaud: http://people.seas.harvard.edu/~dduvenaud/cookbook/.
static SHOGUN_BASIC_CLASS CSGObject * __new_CLMNN(EPrimitiveType g)
Definition: class_list.cpp:948
static SHOGUN_BASIC_CLASS CSGObject * __new_CRationalQuadraticKernel(EPrimitiveType g)
Definition: class_list.cpp:718
class FeatureBlockLogisticRegression, a linear binary logistic loss classifier for problems with comp...
UI time.
Definition: GUITime.h:23
The class Alphabet implements an alphabet and alphabet utility functions.
Definition: Alphabet.h:91
Class Averaged Perceptron implements the standard linear (online) algorithm. Averaged perceptron is t...
This class is identical to the CDenseFeatures class except that it hashes each dimension to a new fea...
static SHOGUN_BASIC_CLASS CSGObject * __new_CRescaleFeatures(EPrimitiveType g)
Definition: class_list.cpp:541
static SHOGUN_BASIC_CLASS CSGObject * __new_CBitString(EPrimitiveType g)
Definition: class_list.cpp:938
static SHOGUN_BASIC_CLASS CSGObject * __new_CLinearStructuredOutputMachine(EPrimitiveType g)
Definition: class_list.cpp:861
This class acts as an alternative to the CStreamingSparseFeatures class and their difference is that ...
ANOVA (ANalysis Of VAriances) kernel.
Definition: ANOVAKernel.h:37
static SHOGUN_BASIC_CLASS CSGObject * __new_CPolyKernel(EPrimitiveType g)
Definition: class_list.cpp:754
The class MulticlassAccuracy used to compute accuracy of multiclass classification.
static SHOGUN_BASIC_CLASS CSGObject * __new_CSignal(EPrimitiveType g)
Definition: class_list.cpp:943
static SHOGUN_BASIC_CLASS CSGObject * __new_CCrossValidationSplitting(EPrimitiveType g)
Definition: class_list.cpp:585
class Tanimoto coefficient
static SHOGUN_BASIC_CLASS CSGObject * __new_CDeepAutoencoder(EPrimitiveType g)
Definition: class_list.cpp:677
static SHOGUN_BASIC_CLASS CSGObject * __new_CScatterSVM(EPrimitiveType g)
Definition: class_list.cpp:770
class ManhattanMetric
Compression library for compressing and decompressing buffers using one of the standard compression a...
Definition: Compressor.h:46
static SHOGUN_BASIC_CLASS CSGObject * __new_CDenseMatrixExactLog(EPrimitiveType g)
Definition: class_list.cpp:964
static SHOGUN_BASIC_CLASS CSGObject * __new_CGMNPSVM(EPrimitiveType g)
Definition: class_list.cpp:788
static SHOGUN_BASIC_CLASS CSGObject * __new_CSingleFITCLaplacianInferenceMethodWithLBFGS(EPrimitiveType g)
Definition: class_list.cpp:882
static SHOGUN_BASIC_CLASS CSGObject * __new_CCHAIDTree(EPrimitiveType g)
Definition: class_list.cpp:803
static SHOGUN_BASIC_CLASS CSGObject * __new_CECOCHDDecoder(EPrimitiveType g)
Definition: class_list.cpp:778
static SHOGUN_BASIC_CLASS CSGObject * __new_CWeightedDegreePositionStringKernel(EPrimitiveType g)
Definition: class_list.cpp:734
static SHOGUN_BASIC_CLASS CSGObject * __new_CMulticlassLibLinear(EPrimitiveType g)
Definition: class_list.cpp:804
static SHOGUN_BASIC_CLASS CSGObject * __new_CRandomFourierGaussPreproc(EPrimitiveType g)
Definition: class_list.cpp:552
static SHOGUN_BASIC_CLASS CSGObject * __new_CLMNNStatistics(EPrimitiveType g)
Definition: class_list.cpp:949
static SHOGUN_BASIC_CLASS CSGObject * __new_CMultitaskROCEvaluation(EPrimitiveType g)
Definition: class_list.cpp:599
class MultitaskClusteredLogisticRegression, a classifier for multitask problems. Supports only task g...
class ChiSquareDistance
The SingleFITCLaplace approximation inference method class for regression and binary Classification...
static SHOGUN_BASIC_CLASS CSGObject * __new_CMulticlassOCAS(EPrimitiveType g)
Definition: class_list.cpp:787
static SHOGUN_BASIC_CLASS CSGObject * __new_CCommUlongStringKernel(EPrimitiveType g)
Definition: class_list.cpp:733
static SHOGUN_BASIC_CLASS CSGObject * __new_CGUIFeatures(EPrimitiveType g)
Definition: class_list.cpp:894
static SHOGUN_BASIC_CLASS CSGObject * __new_COnlineLibLinear(EPrimitiveType g)
static SHOGUN_TEMPLATE_CLASS CSGObject * __new_CStreamingFileFromStringFeatures(EPrimitiveType g)
static SHOGUN_BASIC_CLASS CSGObject * __new_CDualLibQPBMSOSVM(EPrimitiveType g)
Definition: class_list.cpp:839
VwAdaptiveLearner uses an adaptive subgradient technique to update weights.
static SHOGUN_BASIC_CLASS CSGObject * __new_CCustomDistance(EPrimitiveType g)
Definition: class_list.cpp:611
Generalized T-Student kernel.
class LocalTangentSpaceAlignment used to embed data using Local Tangent Space Alignment (LTSA) algori...
static SHOGUN_BASIC_CLASS CSGObject * __new_CFactorGraph(EPrimitiveType g)
Definition: class_list.cpp:848