SHOGUN  3.2.1
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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 "lib/common.h"
12 #include "base/class_list.h"
13 #include <string.h>
14 
15 #include "preprocessor/NormOne.h"
16 #include "preprocessor/PNorm.h"
18 #include "preprocessor/KernelPCA.h"
22 #include "preprocessor/SumOne.h"
24 #include "preprocessor/PCA.h"
69 #include "clustering/GMM.h"
70 #include "clustering/KMeans.h"
84 #include "distance/JensenMetric.h"
92 #include "features/DataGenerator.h"
93 #include "features/Subset.h"
95 #include "features/Alphabet.h"
98 #include "features/DenseFeatures.h"
99 #include "features/WDFeatures.h"
100 #include "features/MatrixFeatures.h"
103 #include "features/SparseFeatures.h"
104 #include "features/IndexFeatures.h"
105 #include "features/SNPFeatures.h"
109 #include "features/PolyFeatures.h"
110 #include "features/TOPFeatures.h"
113 #include "features/FKFeatures.h"
114 #include "features/SubsetStack.h"
122 #include "features/DummyFeatures.h"
123 #include "features/LatentFeatures.h"
134 #include "io/LineReader.h"
135 #include "io/CSVFile.h"
136 #include "io/BinaryStream.h"
137 #include "io/LibSVMFile.h"
138 #include "io/SimpleFile.h"
139 #include "io/BinaryFile.h"
141 #include "io/IOBuffer.h"
142 #include "io/UAIFile.h"
143 #include "io/MemoryMappedFile.h"
144 #include "io/Parser.h"
158 #include "kernel/PyramidChi2.h"
160 #include "kernel/CircularKernel.h"
161 #include "kernel/ANOVAKernel.h"
163 #include "kernel/PowerKernel.h"
165 #include "kernel/BesselKernel.h"
166 #include "kernel/WaveKernel.h"
169 #include "kernel/TStudentKernel.h"
170 #include "kernel/LogKernel.h"
171 #include "kernel/AUCKernel.h"
172 #include "kernel/ProductKernel.h"
173 #include "kernel/Chi2Kernel.h"
175 #include "kernel/ConstKernel.h"
176 #include "kernel/SplineKernel.h"
181 #include "kernel/SphericalKernel.h"
182 #include "kernel/WaveletKernel.h"
183 #include "kernel/GaussianKernel.h"
184 #include "kernel/DistanceKernel.h"
185 #include "kernel/SigmoidKernel.h"
186 #include "kernel/LinearARDKernel.h"
188 #include "kernel/CombinedKernel.h"
189 #include "kernel/CustomKernel.h"
190 #include "kernel/PolyKernel.h"
191 #include "kernel/DiagKernel.h"
192 #include "kernel/LinearKernel.h"
193 #include "kernel/CauchyKernel.h"
228 #include "labels/RegressionLabels.h"
229 #include "labels/LabelsFactory.h"
231 #include "labels/MulticlassLabels.h"
232 #include "labels/LatentLabels.h"
233 #include "labels/BinaryLabels.h"
234 #include "labels/MultilabelLabels.h"
235 #include "labels/StructuredLabels.h"
236 #include "multiclass/QDA.h"
237 #include "multiclass/LaRank.h"
239 #include "multiclass/ScatterSVM.h"
241 #include "multiclass/ShareBoost.h"
245 #include "multiclass/GMNPSVM.h"
246 #include "multiclass/MCLDA.h"
251 #include "multiclass/KNN.h"
252 #include "multiclass/GMNPLib.h"
270 #include "distributions/Gaussian.h"
271 #include "distributions/Histogram.h"
272 #include "distributions/HMM.h"
274 #include "distributions/GHMM.h"
275 #include "distributions/LinearHMM.h"
277 #include "structure/SegmentLoss.h"
278 #include "structure/CCSOSVM.h"
279 #include "structure/DisjointSet.h"
280 #include "structure/PlifArray.h"
282 #include "structure/TwoStateModel.h"
283 #include "structure/IntronList.h"
285 #include "structure/PlifMatrix.h"
289 #include "structure/SOSVMHelper.h"
290 #include "structure/DynProg.h"
291 #include "structure/MAPInference.h"
293 #include "structure/HMSVMModel.h"
294 #include "structure/Factor.h"
295 #include "structure/FactorType.h"
296 #include "structure/FactorGraph.h"
297 #include "structure/Plif.h"
298 #include "machine/KernelMachine.h"
300 #include "machine/Machine.h"
301 #include "machine/LinearMachine.h"
304 #include "machine/DistanceMachine.h"
306 #include "machine/BaggingMachine.h"
321 #include "machine/gp/ZeroMean.h"
324 #include "ui/GUIFeatures.h"
325 #include "ui/GUITime.h"
326 #include "ui/GUIHMM.h"
327 #include "ui/GUIDistance.h"
328 #include "ui/GUIClassifier.h"
329 #include "ui/GUIPluginEstimate.h"
330 #include "ui/GUILabels.h"
331 #include "ui/GUIStructure.h"
332 #include "ui/GUIMath.h"
333 #include "ui/GUIKernel.h"
334 #include "ui/GUIPreprocessor.h"
335 #include "ui/GUIConverter.h"
341 #include "regression/svr/SVRLight.h"
343 #include "regression/svr/LibSVR.h"
346 #include "ensemble/MeanRule.h"
347 #include "ensemble/MajorityVote.h"
348 #include "statistics/HSIC.h"
357 #include "lib/Compressor.h"
358 #include "lib/Hash.h"
359 #include "lib/Time.h"
360 #include "lib/IndexBlockGroup.h"
361 #include "lib/StructuredData.h"
362 #include "lib/IndexBlockTree.h"
363 #include "lib/Data.h"
364 #include "lib/DynamicObjectArray.h"
365 #include "lib/Set.h"
366 #include "lib/BitString.h"
367 #include "lib/DelimiterTokenizer.h"
368 #include "lib/IndexBlock.h"
369 #include "lib/Cache.h"
370 #include "lib/DynamicArray.h"
371 #include "lib/List.h"
372 #include "lib/Signal.h"
373 #include "lib/CircularBuffer.h"
374 #include "lib/NGramTokenizer.h"
380 #include "latent/LatentSVM.h"
381 #include "latent/LatentSOSVM.h"
382 #include "metric/LMNN.h"
384 #include "mathematics/Statistics.h"
385 #include "mathematics/Random.h"
387 #include "mathematics/Integration.h"
388 #include "mathematics/Math.h"
406 #include "mathematics/ajd/QDiag.h"
407 #include "mathematics/ajd/UWedge.h"
408 #include "mathematics/ajd/JADiag.h"
409 #include "mathematics/ajd/FFDiag.h"
425 #include "converter/Isomap.h"
426 #include "converter/DiffusionMaps.h"
433 #include "converter/ica/Jade.h"
434 #include "converter/ica/FFSep.h"
435 #include "converter/ica/FastICA.h"
436 #include "converter/ica/JediSep.h"
437 #include "converter/ica/UWedgeSep.h"
438 #include "converter/ica/SOBI.h"
440 #include "classifier/Perceptron.h"
445 #include "classifier/LDA.h"
452 #include "classifier/vw/VwParser.h"
457 #include "classifier/svm/GPBTSVM.h"
458 #include "classifier/svm/SGDQN.h"
459 #include "classifier/svm/GNPPSVM.h"
460 #include "classifier/svm/SVM.h"
462 #include "classifier/svm/GNPPLib.h"
463 #include "classifier/svm/LibSVM.h"
464 #include "classifier/svm/MPDSVM.h"
467 #include "classifier/svm/SVMLight.h"
470 #include "classifier/svm/SVMLin.h"
471 #include "classifier/svm/SVMSGD.h"
475 #include "classifier/svm/SVMOcas.h"
476 #include "loss/LogLoss.h"
477 #include "loss/HingeLoss.h"
478 #include "loss/SquaredHingeLoss.h"
479 #include "loss/SquaredLoss.h"
480 #include "loss/LogLossMargin.h"
481 #include "loss/SmoothHingeLoss.h"
482 using namespace shogun;
483 
484 #define SHOGUN_TEMPLATE_CLASS
485 #define SHOGUN_BASIC_CLASS
486 static SHOGUN_BASIC_CLASS CSGObject* __new_CNormOne(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNormOne(): NULL; }
487 static SHOGUN_BASIC_CLASS CSGObject* __new_CPNorm(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPNorm(): NULL; }
488 static SHOGUN_BASIC_CLASS CSGObject* __new_CRescaleFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRescaleFeatures(): NULL; }
489 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelPCA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelPCA(): NULL; }
491 static SHOGUN_BASIC_CLASS CSGObject* __new_CSortWordString(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSortWordString(): NULL; }
492 static SHOGUN_BASIC_CLASS CSGObject* __new_CPruneVarSubMean(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPruneVarSubMean(): NULL; }
493 static SHOGUN_BASIC_CLASS CSGObject* __new_CSumOne(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSumOne(): NULL; }
494 static SHOGUN_BASIC_CLASS CSGObject* __new_CHomogeneousKernelMap(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHomogeneousKernelMap(): NULL; }
495 static SHOGUN_BASIC_CLASS CSGObject* __new_CPCA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPCA(): NULL; }
496 static SHOGUN_BASIC_CLASS CSGObject* __new_CSortUlongString(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSortUlongString(): NULL; }
498 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogPlusOne(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogPlusOne(): NULL; }
499 static SHOGUN_BASIC_CLASS CSGObject* __new_CGradientCriterion(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGradientCriterion(): NULL; }
501 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanSquaredLogError(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanSquaredLogError(): NULL; }
502 static SHOGUN_BASIC_CLASS CSGObject* __new_CPRCEvaluation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPRCEvaluation(): NULL; }
503 static SHOGUN_BASIC_CLASS CSGObject* __new_CClusteringAccuracy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CClusteringAccuracy(): NULL; }
506 static SHOGUN_BASIC_CLASS CSGObject* __new_CStructuredAccuracy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStructuredAccuracy(): NULL; }
508 static SHOGUN_BASIC_CLASS CSGObject* __new_CAccuracyMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAccuracyMeasure(): NULL; }
509 static SHOGUN_BASIC_CLASS CSGObject* __new_CErrorRateMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CErrorRateMeasure(): NULL; }
510 static SHOGUN_BASIC_CLASS CSGObject* __new_CBALMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBALMeasure(): NULL; }
511 static SHOGUN_BASIC_CLASS CSGObject* __new_CWRACCMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWRACCMeasure(): NULL; }
512 static SHOGUN_BASIC_CLASS CSGObject* __new_CF1Measure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CF1Measure(): NULL; }
514 static SHOGUN_BASIC_CLASS CSGObject* __new_CRecallMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRecallMeasure(): NULL; }
515 static SHOGUN_BASIC_CLASS CSGObject* __new_CPrecisionMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPrecisionMeasure(): NULL; }
516 static SHOGUN_BASIC_CLASS CSGObject* __new_CSpecificityMeasure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSpecificityMeasure(): NULL; }
517 static SHOGUN_BASIC_CLASS CSGObject* __new_CROCEvaluation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CROCEvaluation(): NULL; }
519 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanAbsoluteError(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanAbsoluteError(): NULL; }
520 static SHOGUN_BASIC_CLASS CSGObject* __new_CGradientResult(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGradientResult(): NULL; }
521 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanSquaredError(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanSquaredError(): NULL; }
522 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassAccuracy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassAccuracy(): NULL; }
526 static SHOGUN_BASIC_CLASS CSGObject* __new_CCrossValidation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCrossValidation(): NULL; }
528 static SHOGUN_BASIC_CLASS CSGObject* __new_CGradientEvaluation(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGradientEvaluation(): NULL; }
530 static SHOGUN_BASIC_CLASS CSGObject* __new_CDomainAdaptationSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDomainAdaptationSVM(): NULL; }
535 static SHOGUN_BASIC_CLASS CSGObject* __new_CTaskTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTaskTree(): NULL; }
537 static SHOGUN_BASIC_CLASS CSGObject* __new_CTaskGroup(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTaskGroup(): NULL; }
539 static SHOGUN_BASIC_CLASS CSGObject* __new_CTask(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTask(): NULL; }
545 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibLinearMTL(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibLinearMTL(): NULL; }
546 static SHOGUN_BASIC_CLASS CSGObject* __new_CNode(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNode(): NULL; }
547 static SHOGUN_BASIC_CLASS CSGObject* __new_CTaxonomy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTaxonomy(): NULL; }
551 static SHOGUN_BASIC_CLASS CSGObject* __new_CGMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGMM(): NULL; }
552 static SHOGUN_BASIC_CLASS CSGObject* __new_CKMeans(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKMeans(): NULL; }
553 static SHOGUN_BASIC_CLASS CSGObject* __new_CHierarchical(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHierarchical(): NULL; }
554 static SHOGUN_BASIC_CLASS CSGObject* __new_CGeodesicMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGeodesicMetric(): NULL; }
555 static SHOGUN_BASIC_CLASS CSGObject* __new_CCustomDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCustomDistance(): NULL; }
556 static SHOGUN_BASIC_CLASS CSGObject* __new_CCanberraWordDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCanberraWordDistance(): NULL; }
557 static SHOGUN_BASIC_CLASS CSGObject* __new_CBrayCurtisDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBrayCurtisDistance(): NULL; }
558 static SHOGUN_BASIC_CLASS CSGObject* __new_CMahalanobisDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMahalanobisDistance(): NULL; }
559 static SHOGUN_BASIC_CLASS CSGObject* __new_CMinkowskiMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMinkowskiMetric(): NULL; }
560 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelDistance(): NULL; }
561 static SHOGUN_BASIC_CLASS CSGObject* __new_CHammingWordDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHammingWordDistance(): NULL; }
562 static SHOGUN_BASIC_CLASS CSGObject* __new_CChiSquareDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CChiSquareDistance(): NULL; }
564 static SHOGUN_BASIC_CLASS CSGObject* __new_CCanberraMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCanberraMetric(): NULL; }
565 static SHOGUN_BASIC_CLASS CSGObject* __new_CEuclideanDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CEuclideanDistance(): NULL; }
566 static SHOGUN_BASIC_CLASS CSGObject* __new_CJensenMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJensenMetric(): NULL; }
568 static SHOGUN_BASIC_CLASS CSGObject* __new_CManhattanMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CManhattanMetric(): NULL; }
570 static SHOGUN_BASIC_CLASS CSGObject* __new_CCosineDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCosineDistance(): NULL; }
571 static SHOGUN_BASIC_CLASS CSGObject* __new_CChebyshewMetric(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CChebyshewMetric(): NULL; }
572 static SHOGUN_BASIC_CLASS CSGObject* __new_CTanimotoDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTanimotoDistance(): NULL; }
574 static SHOGUN_BASIC_CLASS CSGObject* __new_CDataGenerator(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDataGenerator(): NULL; }
575 static SHOGUN_BASIC_CLASS CSGObject* __new_CSubset(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSubset(): NULL; }
576 static SHOGUN_BASIC_CLASS CSGObject* __new_CCombinedDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCombinedDotFeatures(): NULL; }
577 static SHOGUN_BASIC_CLASS CSGObject* __new_CAlphabet(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAlphabet(): NULL; }
578 static SHOGUN_BASIC_CLASS CSGObject* __new_CExplicitSpecFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CExplicitSpecFeatures(): NULL; }
580 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingVwFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingVwFeatures(): NULL; }
583 static SHOGUN_BASIC_CLASS CSGObject* __new_CWDFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWDFeatures(): NULL; }
584 static SHOGUN_BASIC_CLASS CSGObject* __new_CCombinedFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCombinedFeatures(): NULL; }
585 static SHOGUN_BASIC_CLASS CSGObject* __new_CHashedWDFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHashedWDFeatures(): NULL; }
586 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexFeatures(): NULL; }
587 static SHOGUN_BASIC_CLASS CSGObject* __new_CSNPFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSNPFeatures(): NULL; }
588 static SHOGUN_BASIC_CLASS CSGObject* __new_CBinnedDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBinnedDotFeatures(): NULL; }
589 static SHOGUN_BASIC_CLASS CSGObject* __new_CLBPPyrDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLBPPyrDotFeatures(): NULL; }
591 static SHOGUN_BASIC_CLASS CSGObject* __new_CPolyFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPolyFeatures(): NULL; }
592 static SHOGUN_BASIC_CLASS CSGObject* __new_CTOPFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTOPFeatures(): NULL; }
594 static SHOGUN_BASIC_CLASS CSGObject* __new_CHashedDocDotFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHashedDocDotFeatures(): NULL; }
595 static SHOGUN_BASIC_CLASS CSGObject* __new_CFKFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFKFeatures(): NULL; }
596 static SHOGUN_BASIC_CLASS CSGObject* __new_CSubsetStack(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSubsetStack(): NULL; }
597 static SHOGUN_BASIC_CLASS CSGObject* __new_CRealFileFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRealFileFeatures(): NULL; }
598 static SHOGUN_BASIC_CLASS CSGObject* __new_CSparsePolyFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSparsePolyFeatures(): NULL; }
599 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraphFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraphFeatures(): NULL; }
601 static SHOGUN_BASIC_CLASS CSGObject* __new_CDummyFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDummyFeatures(): NULL; }
602 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentFeatures(): NULL; }
603 static SHOGUN_BASIC_CLASS CSGObject* __new_CLineReader(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLineReader(): NULL; }
604 static SHOGUN_BASIC_CLASS CSGObject* __new_CCSVFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCSVFile(): NULL; }
605 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVMFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVMFile(): NULL; }
606 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingVwCacheFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingVwCacheFile(): NULL; }
608 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingVwFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingVwFile(): NULL; }
609 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingFile(): NULL; }
610 static SHOGUN_BASIC_CLASS CSGObject* __new_CStreamingAsciiFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStreamingAsciiFile(): NULL; }
611 static SHOGUN_BASIC_CLASS CSGObject* __new_CBinaryFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBinaryFile(): NULL; }
613 static SHOGUN_BASIC_CLASS CSGObject* __new_CIOBuffer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIOBuffer(): NULL; }
614 static SHOGUN_BASIC_CLASS CSGObject* __new_CUAIFile(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CUAIFile(): NULL; }
615 static SHOGUN_BASIC_CLASS CSGObject* __new_CParser(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CParser(): NULL; }
616 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralNetwork(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralNetwork(): NULL; }
617 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralLinearLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralLinearLayer(): NULL; }
618 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralSoftmaxLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralSoftmaxLayer(): NULL; }
619 static SHOGUN_BASIC_CLASS CSGObject* __new_CNeuralLogisticLayer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNeuralLogisticLayer(): NULL; }
620 static SHOGUN_BASIC_CLASS CSGObject* __new_CPyramidChi2(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPyramidChi2(): NULL; }
629 static SHOGUN_BASIC_CLASS CSGObject* __new_CDiceKernelNormalizer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDiceKernelNormalizer(): NULL; }
631 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianShiftKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianShiftKernel(): NULL; }
632 static SHOGUN_BASIC_CLASS CSGObject* __new_CCircularKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCircularKernel(): NULL; }
633 static SHOGUN_BASIC_CLASS CSGObject* __new_CANOVAKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CANOVAKernel(): NULL; }
635 static SHOGUN_BASIC_CLASS CSGObject* __new_CPowerKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPowerKernel(): NULL; }
637 static SHOGUN_BASIC_CLASS CSGObject* __new_CBesselKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBesselKernel(): NULL; }
638 static SHOGUN_BASIC_CLASS CSGObject* __new_CWaveKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWaveKernel(): NULL; }
640 static SHOGUN_BASIC_CLASS CSGObject* __new_CExponentialKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CExponentialKernel(): NULL; }
641 static SHOGUN_BASIC_CLASS CSGObject* __new_CTStudentKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTStudentKernel(): NULL; }
642 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogKernel(): NULL; }
643 static SHOGUN_BASIC_CLASS CSGObject* __new_CAUCKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAUCKernel(): NULL; }
644 static SHOGUN_BASIC_CLASS CSGObject* __new_CProductKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CProductKernel(): NULL; }
645 static SHOGUN_BASIC_CLASS CSGObject* __new_CChi2Kernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CChi2Kernel(): NULL; }
647 static SHOGUN_BASIC_CLASS CSGObject* __new_CConstKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CConstKernel(): NULL; }
648 static SHOGUN_BASIC_CLASS CSGObject* __new_CSplineKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSplineKernel(): NULL; }
651 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianARDKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianARDKernel(): NULL; }
652 static SHOGUN_BASIC_CLASS CSGObject* __new_CJensenShannonKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJensenShannonKernel(): NULL; }
663 static SHOGUN_BASIC_CLASS CSGObject* __new_CSNPStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSNPStringKernel(): NULL; }
666 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearStringKernel(): NULL; }
671 static SHOGUN_BASIC_CLASS CSGObject* __new_COligoStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COligoStringKernel(): NULL; }
672 static SHOGUN_BASIC_CLASS CSGObject* __new_CSpectrumRBFKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSpectrumRBFKernel(): NULL; }
674 static SHOGUN_BASIC_CLASS CSGObject* __new_CCommWordStringKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCommWordStringKernel(): NULL; }
677 static SHOGUN_BASIC_CLASS CSGObject* __new_CSphericalKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSphericalKernel(): NULL; }
678 static SHOGUN_BASIC_CLASS CSGObject* __new_CWaveletKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWaveletKernel(): NULL; }
679 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianKernel(): NULL; }
680 static SHOGUN_BASIC_CLASS CSGObject* __new_CDistanceKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDistanceKernel(): NULL; }
681 static SHOGUN_BASIC_CLASS CSGObject* __new_CSigmoidKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSigmoidKernel(): NULL; }
682 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearARDKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearARDKernel(): NULL; }
683 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultiquadricKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultiquadricKernel(): NULL; }
684 static SHOGUN_BASIC_CLASS CSGObject* __new_CCombinedKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCombinedKernel(): NULL; }
685 static SHOGUN_BASIC_CLASS CSGObject* __new_CCustomKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCustomKernel(): NULL; }
686 static SHOGUN_BASIC_CLASS CSGObject* __new_CPolyKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPolyKernel(): NULL; }
687 static SHOGUN_BASIC_CLASS CSGObject* __new_CDiagKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDiagKernel(): NULL; }
688 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearKernel(): NULL; }
689 static SHOGUN_BASIC_CLASS CSGObject* __new_CCauchyKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCauchyKernel(): NULL; }
690 static SHOGUN_BASIC_CLASS CSGObject* __new_CRegressionLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRegressionLabels(): NULL; }
691 static SHOGUN_BASIC_CLASS CSGObject* __new_CLabelsFactory(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLabelsFactory(): NULL; }
693 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraphLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraphLabels(): NULL; }
694 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassLabels(): NULL; }
695 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentLabels(): NULL; }
696 static SHOGUN_BASIC_CLASS CSGObject* __new_CBinaryLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBinaryLabels(): NULL; }
697 static SHOGUN_BASIC_CLASS CSGObject* __new_CMultilabelLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMultilabelLabels(): NULL; }
698 static SHOGUN_BASIC_CLASS CSGObject* __new_CStructuredLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStructuredLabels(): NULL; }
699 static SHOGUN_BASIC_CLASS CSGObject* __new_CQDA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQDA(): NULL; }
700 static SHOGUN_BASIC_CLASS CSGObject* __new_CLaRank(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLaRank(): NULL; }
701 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassLibSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassLibSVM(): NULL; }
702 static SHOGUN_BASIC_CLASS CSGObject* __new_CScatterSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CScatterSVM(): NULL; }
703 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassSVM(): NULL; }
704 static SHOGUN_BASIC_CLASS CSGObject* __new_CShareBoost(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CShareBoost(): NULL; }
705 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianNaiveBayes(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianNaiveBayes(): NULL; }
707 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCOVREncoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCOVREncoder(): NULL; }
708 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCOVOEncoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCOVOEncoder(): NULL; }
709 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCEDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCEDDecoder(): NULL; }
710 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCHDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCHDDecoder(): NULL; }
712 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCAEDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCAEDDecoder(): NULL; }
714 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCLLBDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCLLBDecoder(): NULL; }
716 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCStrategy(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCStrategy(): NULL; }
717 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCForestEncoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCForestEncoder(): NULL; }
718 static SHOGUN_BASIC_CLASS CSGObject* __new_CECOCIHDDecoder(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CECOCIHDDecoder(): NULL; }
719 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassOCAS(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassOCAS(): NULL; }
720 static SHOGUN_BASIC_CLASS CSGObject* __new_CGMNPSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGMNPSVM(): NULL; }
721 static SHOGUN_BASIC_CLASS CSGObject* __new_CMCLDA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMCLDA(): NULL; }
727 static SHOGUN_BASIC_CLASS CSGObject* __new_CID3ClassifierTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CID3ClassifierTree(): NULL; }
728 static SHOGUN_BASIC_CLASS CSGObject* __new_CRelaxedTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRelaxedTree(): NULL; }
730 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassLibLinear(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassLibLinear(): NULL; }
732 static SHOGUN_BASIC_CLASS CSGObject* __new_CKNN(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKNN(): NULL; }
733 static SHOGUN_BASIC_CLASS CSGObject* __new_CGMNPLib(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGMNPLib(): NULL; }
734 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussian(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussian(): NULL; }
735 static SHOGUN_BASIC_CLASS CSGObject* __new_CHistogram(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHistogram(): NULL; }
736 static SHOGUN_BASIC_CLASS CSGObject* __new_CHMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHMM(): NULL; }
737 static SHOGUN_BASIC_CLASS CSGObject* __new_CPositionalPWM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPositionalPWM(): NULL; }
738 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianDistribution(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianDistribution(): NULL; }
739 static SHOGUN_BASIC_CLASS CSGObject* __new_CGHMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGHMM(): NULL; }
740 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearHMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearHMM(): NULL; }
741 static SHOGUN_BASIC_CLASS CSGObject* __new_CTron(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTron(): NULL; }
742 static SHOGUN_BASIC_CLASS CSGObject* __new_CSegmentLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSegmentLoss(): NULL; }
743 static SHOGUN_BASIC_CLASS CSGObject* __new_CCCSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCCSOSVM(): NULL; }
744 static SHOGUN_BASIC_CLASS CSGObject* __new_CDisjointSet(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDisjointSet(): NULL; }
745 static SHOGUN_BASIC_CLASS CSGObject* __new_CPlifArray(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPlifArray(): NULL; }
746 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraphModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraphModel(): NULL; }
747 static SHOGUN_BASIC_CLASS CSGObject* __new_CTwoStateModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTwoStateModel(): NULL; }
748 static SHOGUN_BASIC_CLASS CSGObject* __new_CIntronList(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIntronList(): NULL; }
749 static SHOGUN_BASIC_CLASS CSGObject* __new_CStochasticSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStochasticSOSVM(): NULL; }
750 static SHOGUN_BASIC_CLASS CSGObject* __new_CPlifMatrix(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPlifMatrix(): NULL; }
751 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassModel(): NULL; }
752 static SHOGUN_BASIC_CLASS CSGObject* __new_CSequence(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSequence(): NULL; }
753 static SHOGUN_BASIC_CLASS CSGObject* __new_CSequenceLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSequenceLabels(): NULL; }
754 static SHOGUN_BASIC_CLASS CSGObject* __new_CMulticlassSOLabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMulticlassSOLabels(): NULL; }
755 static SHOGUN_BASIC_CLASS CSGObject* __new_CSOSVMHelper(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSOSVMHelper(): NULL; }
756 static SHOGUN_BASIC_CLASS CSGObject* __new_CDynProg(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDynProg(): NULL; }
757 static SHOGUN_BASIC_CLASS CSGObject* __new_CMAPInference(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMAPInference(): NULL; }
758 static SHOGUN_BASIC_CLASS CSGObject* __new_CDualLibQPBMSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDualLibQPBMSOSVM(): NULL; }
759 static SHOGUN_BASIC_CLASS CSGObject* __new_CHMSVMModel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHMSVMModel(): NULL; }
760 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorDataSource(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorDataSource(): NULL; }
761 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactor(): NULL; }
762 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorType(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorType(): NULL; }
763 static SHOGUN_BASIC_CLASS CSGObject* __new_CTableFactorType(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTableFactorType(): NULL; }
764 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorGraph(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorGraph(): NULL; }
765 static SHOGUN_BASIC_CLASS CSGObject* __new_CPlif(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPlif(): NULL; }
766 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelMachine(): NULL; }
767 static SHOGUN_BASIC_CLASS CSGObject* __new_COnlineLinearMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COnlineLinearMachine(): NULL; }
768 static SHOGUN_BASIC_CLASS CSGObject* __new_CMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMachine(): NULL; }
769 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearMachine(): NULL; }
772 static SHOGUN_BASIC_CLASS CSGObject* __new_CDistanceMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDistanceMachine(): NULL; }
774 static SHOGUN_BASIC_CLASS CSGObject* __new_CBaggingMachine(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBaggingMachine(): NULL; }
780 static SHOGUN_BASIC_CLASS CSGObject* __new_CExactInferenceMethod(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CExactInferenceMethod(): NULL; }
782 static SHOGUN_BASIC_CLASS CSGObject* __new_CProbitLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CProbitLikelihood(): NULL; }
783 static SHOGUN_BASIC_CLASS CSGObject* __new_CGaussianLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGaussianLikelihood(): NULL; }
784 static SHOGUN_BASIC_CLASS CSGObject* __new_CStudentsTLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStudentsTLikelihood(): NULL; }
786 static SHOGUN_BASIC_CLASS CSGObject* __new_CEPInferenceMethod(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CEPInferenceMethod(): NULL; }
787 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogitLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogitLikelihood(): NULL; }
788 static SHOGUN_BASIC_CLASS CSGObject* __new_CFITCInferenceMethod(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFITCInferenceMethod(): NULL; }
789 static SHOGUN_BASIC_CLASS CSGObject* __new_CZeroMean(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CZeroMean(): NULL; }
790 static SHOGUN_BASIC_CLASS CSGObject* __new_CSoftMaxLikelihood(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSoftMaxLikelihood(): NULL; }
792 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIFeatures(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIFeatures(): NULL; }
793 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUITime(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUITime(): NULL; }
794 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIHMM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIHMM(): NULL; }
795 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIDistance(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIDistance(): NULL; }
796 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIClassifier(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIClassifier(): NULL; }
797 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIPluginEstimate(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIPluginEstimate(): NULL; }
798 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUILabels(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUILabels(): NULL; }
799 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIStructure(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIStructure(): NULL; }
800 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIMath(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIMath(): NULL; }
801 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIKernel(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIKernel(): NULL; }
802 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIPreprocessor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIPreprocessor(): NULL; }
803 static SHOGUN_BASIC_CLASS CSGObject* __new_CGUIConverter(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGUIConverter(): NULL; }
806 static SHOGUN_BASIC_CLASS CSGObject* __new_CLeastAngleRegression(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLeastAngleRegression(): NULL; }
809 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVRLight(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVRLight(): NULL; }
810 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibLinearRegression(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibLinearRegression(): NULL; }
811 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVR(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVR(): NULL; }
812 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLRegression(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLRegression(): NULL; }
813 static SHOGUN_BASIC_CLASS CSGObject* __new_CWeightedMajorityVote(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWeightedMajorityVote(): NULL; }
814 static SHOGUN_BASIC_CLASS CSGObject* __new_CMeanRule(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMeanRule(): NULL; }
815 static SHOGUN_BASIC_CLASS CSGObject* __new_CMajorityVote(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMajorityVote(): NULL; }
816 static SHOGUN_BASIC_CLASS CSGObject* __new_CHSIC(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHSIC(): NULL; }
818 static SHOGUN_BASIC_CLASS CSGObject* __new_CLinearTimeMMD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLinearTimeMMD(): NULL; }
819 static SHOGUN_BASIC_CLASS CSGObject* __new_CKernelMeanMatching(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CKernelMeanMatching(): NULL; }
824 static SHOGUN_BASIC_CLASS CSGObject* __new_CQuadraticTimeMMD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQuadraticTimeMMD(): NULL; }
825 static SHOGUN_BASIC_CLASS CSGObject* __new_CCompressor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCompressor(): NULL; }
826 static SHOGUN_BASIC_CLASS CSGObject* __new_CHash(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHash(): NULL; }
828 static SHOGUN_BASIC_CLASS CSGObject* __new_CJobResult(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJobResult(): NULL; }
829 static SHOGUN_BASIC_CLASS CSGObject* __new_CTime(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CTime(): NULL; }
830 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexBlockGroup(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexBlockGroup(): NULL; }
831 static SHOGUN_BASIC_CLASS CSGObject* __new_CStructuredData(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStructuredData(): NULL; }
832 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexBlockTree(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexBlockTree(): NULL; }
833 static SHOGUN_BASIC_CLASS CSGObject* __new_CData(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CData(): NULL; }
834 static SHOGUN_BASIC_CLASS CSGObject* __new_CDynamicObjectArray(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDynamicObjectArray(): NULL; }
835 static SHOGUN_BASIC_CLASS CSGObject* __new_CBitString(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CBitString(): NULL; }
836 static SHOGUN_BASIC_CLASS CSGObject* __new_CDelimiterTokenizer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDelimiterTokenizer(): NULL; }
837 static SHOGUN_BASIC_CLASS CSGObject* __new_CIndexBlock(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIndexBlock(): NULL; }
838 static SHOGUN_BASIC_CLASS CSGObject* __new_CListElement(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CListElement(): NULL; }
839 static SHOGUN_BASIC_CLASS CSGObject* __new_CList(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CList(): NULL; }
840 static SHOGUN_BASIC_CLASS CSGObject* __new_CSignal(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSignal(): NULL; }
841 static SHOGUN_BASIC_CLASS CSGObject* __new_CCircularBuffer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CCircularBuffer(): NULL; }
842 static SHOGUN_BASIC_CLASS CSGObject* __new_CNGramTokenizer(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNGramTokenizer(): NULL; }
843 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentSVM(): NULL; }
844 static SHOGUN_BASIC_CLASS CSGObject* __new_CLatentSOSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLatentSOSVM(): NULL; }
845 static SHOGUN_BASIC_CLASS CSGObject* __new_CLMNN(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLMNN(): NULL; }
846 static SHOGUN_BASIC_CLASS CSGObject* __new_CLMNNStatistics(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLMNNStatistics(): NULL; }
848 static SHOGUN_BASIC_CLASS CSGObject* __new_CDirectEigenSolver(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDirectEigenSolver(): NULL; }
849 static SHOGUN_BASIC_CLASS CSGObject* __new_CLanczosEigenSolver(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLanczosEigenSolver(): NULL; }
853 static SHOGUN_BASIC_CLASS CSGObject* __new_CProbingSampler(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CProbingSampler(): NULL; }
854 static SHOGUN_BASIC_CLASS CSGObject* __new_CNormalSampler(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNormalSampler(): NULL; }
857 static SHOGUN_BASIC_CLASS CSGObject* __new_CDenseExactLogJob(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDenseExactLogJob(): NULL; }
859 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogDetEstimator(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogDetEstimator(): NULL; }
861 static SHOGUN_BASIC_CLASS CSGObject* __new_CDenseMatrixExactLog(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDenseMatrixExactLog(): NULL; }
863 static SHOGUN_BASIC_CLASS CSGObject* __new_CStatistics(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CStatistics(): NULL; }
864 static SHOGUN_BASIC_CLASS CSGObject* __new_CRandom(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CRandom(): NULL; }
866 static SHOGUN_BASIC_CLASS CSGObject* __new_CIntegration(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIntegration(): NULL; }
867 static SHOGUN_BASIC_CLASS CSGObject* __new_CMath(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMath(): NULL; }
868 static SHOGUN_BASIC_CLASS CSGObject* __new_CQDiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQDiag(): NULL; }
869 static SHOGUN_BASIC_CLASS CSGObject* __new_CUWedge(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CUWedge(): NULL; }
870 static SHOGUN_BASIC_CLASS CSGObject* __new_CJADiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJADiag(): NULL; }
871 static SHOGUN_BASIC_CLASS CSGObject* __new_CFFDiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFFDiag(): NULL; }
872 static SHOGUN_BASIC_CLASS CSGObject* __new_CJediDiag(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJediDiag(): NULL; }
873 static SHOGUN_BASIC_CLASS CSGObject* __new_CJADiagOrth(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJADiagOrth(): NULL; }
876 static SHOGUN_BASIC_CLASS CSGObject* __new_CParameterCombination(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CParameterCombination(): NULL; }
881 static SHOGUN_BASIC_CLASS CSGObject* __new_CLaplacianEigenmaps(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLaplacianEigenmaps(): NULL; }
887 static SHOGUN_BASIC_CLASS CSGObject* __new_CJade(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJade(): NULL; }
888 static SHOGUN_BASIC_CLASS CSGObject* __new_CFFSep(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFFSep(): NULL; }
889 static SHOGUN_BASIC_CLASS CSGObject* __new_CFastICA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFastICA(): NULL; }
890 static SHOGUN_BASIC_CLASS CSGObject* __new_CJediSep(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CJediSep(): NULL; }
891 static SHOGUN_BASIC_CLASS CSGObject* __new_CUWedgeSep(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CUWedgeSep(): NULL; }
892 static SHOGUN_BASIC_CLASS CSGObject* __new_CSOBI(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSOBI(): NULL; }
893 static SHOGUN_BASIC_CLASS CSGObject* __new_CIsomap(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CIsomap(): NULL; }
894 static SHOGUN_BASIC_CLASS CSGObject* __new_CDiffusionMaps(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CDiffusionMaps(): NULL; }
896 static SHOGUN_BASIC_CLASS CSGObject* __new_CManifoldSculpting(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CManifoldSculpting(): NULL; }
897 static SHOGUN_BASIC_CLASS CSGObject* __new_CFactorAnalysis(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CFactorAnalysis(): NULL; }
900 static SHOGUN_BASIC_CLASS CSGObject* __new_CHashedDocConverter(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHashedDocConverter(): NULL; }
901 static SHOGUN_BASIC_CLASS CSGObject* __new_CAveragedPerceptron(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CAveragedPerceptron(): NULL; }
902 static SHOGUN_BASIC_CLASS CSGObject* __new_CPerceptron(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPerceptron(): NULL; }
904 static SHOGUN_BASIC_CLASS CSGObject* __new_CPluginEstimate(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CPluginEstimate(): NULL; }
905 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLMulticlass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLMulticlass(): NULL; }
906 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLOneClass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLOneClass(): NULL; }
907 static SHOGUN_BASIC_CLASS CSGObject* __new_CMKLClassification(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMKLClassification(): NULL; }
909 static SHOGUN_BASIC_CLASS CSGObject* __new_CVowpalWabbit(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVowpalWabbit(): NULL; }
910 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwAdaptiveLearner(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwAdaptiveLearner(): NULL; }
911 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwNonAdaptiveLearner(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwNonAdaptiveLearner(): NULL; }
912 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwRegressor(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwRegressor(): NULL; }
913 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwNativeCacheReader(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwNativeCacheReader(): NULL; }
914 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwNativeCacheWriter(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwNativeCacheWriter(): NULL; }
915 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwEnvironment(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwEnvironment(): NULL; }
916 static SHOGUN_BASIC_CLASS CSGObject* __new_CVwParser(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CVwParser(): NULL; }
917 static SHOGUN_BASIC_CLASS CSGObject* __new_CNearestCentroid(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNearestCentroid(): NULL; }
918 static SHOGUN_BASIC_CLASS CSGObject* __new_CGPBTSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGPBTSVM(): NULL; }
919 static SHOGUN_BASIC_CLASS CSGObject* __new_CSGDQN(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSGDQN(): NULL; }
920 static SHOGUN_BASIC_CLASS CSGObject* __new_CGNPPSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGNPPSVM(): NULL; }
921 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVM(): NULL; }
922 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibLinear(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibLinear(): NULL; }
923 static SHOGUN_BASIC_CLASS CSGObject* __new_CGNPPLib(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CGNPPLib(): NULL; }
924 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVM(): NULL; }
925 static SHOGUN_BASIC_CLASS CSGObject* __new_CMPDSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CMPDSVM(): NULL; }
926 static SHOGUN_BASIC_CLASS CSGObject* __new_CWDSVMOcas(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CWDSVMOcas(): NULL; }
927 static SHOGUN_BASIC_CLASS CSGObject* __new_COnlineLibLinear(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COnlineLibLinear(): NULL; }
928 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMLight(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMLight(): NULL; }
929 static SHOGUN_BASIC_CLASS CSGObject* __new_CQPBSVMLib(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CQPBSVMLib(): NULL; }
930 static SHOGUN_BASIC_CLASS CSGObject* __new_CNewtonSVM(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CNewtonSVM(): NULL; }
931 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMLin(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMLin(): NULL; }
932 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMSGD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMSGD(): NULL; }
933 static SHOGUN_BASIC_CLASS CSGObject* __new_CLibSVMOneClass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLibSVMOneClass(): NULL; }
934 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMLightOneClass(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMLightOneClass(): NULL; }
935 static SHOGUN_BASIC_CLASS CSGObject* __new_COnlineSVMSGD(EPrimitiveType g) { return g == PT_NOT_GENERIC? new COnlineSVMSGD(): NULL; }
936 static SHOGUN_BASIC_CLASS CSGObject* __new_CSVMOcas(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSVMOcas(): NULL; }
937 static SHOGUN_BASIC_CLASS CSGObject* __new_CLDA(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLDA(): NULL; }
938 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogLoss(): NULL; }
939 static SHOGUN_BASIC_CLASS CSGObject* __new_CHingeLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CHingeLoss(): NULL; }
940 static SHOGUN_BASIC_CLASS CSGObject* __new_CSquaredHingeLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSquaredHingeLoss(): NULL; }
941 static SHOGUN_BASIC_CLASS CSGObject* __new_CSquaredLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSquaredLoss(): NULL; }
942 static SHOGUN_BASIC_CLASS CSGObject* __new_CLogLossMargin(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CLogLossMargin(): NULL; }
943 static SHOGUN_BASIC_CLASS CSGObject* __new_CSmoothHingeLoss(EPrimitiveType g) { return g == PT_NOT_GENERIC? new CSmoothHingeLoss(): NULL; }
945 {
946  switch (g)
947  {
948  case PT_BOOL: return new CDecompressString<bool>();
949  case PT_CHAR: return new CDecompressString<char>();
950  case PT_INT8: return new CDecompressString<int8_t>();
951  case PT_UINT8: return new CDecompressString<uint8_t>();
952  case PT_INT16: return new CDecompressString<int16_t>();
953  case PT_UINT16: return new CDecompressString<uint16_t>();
954  case PT_INT32: return new CDecompressString<int32_t>();
955  case PT_UINT32: return new CDecompressString<uint32_t>();
956  case PT_INT64: return new CDecompressString<int64_t>();
957  case PT_UINT64: return new CDecompressString<uint64_t>();
958  case PT_FLOAT32: return new CDecompressString<float32_t>();
959  case PT_FLOAT64: return new CDecompressString<float64_t>();
960  case PT_FLOATMAX: return new CDecompressString<floatmax_t>();
961  case PT_COMPLEX128: return NULL;
962  case PT_SGOBJECT:
963  case PT_UNDEFINED: return NULL;
964  }
965  return NULL;
966 }
968 {
969  switch (g)
970  {
971  case PT_BOOL: return new CStringFeatures<bool>();
972  case PT_CHAR: return new CStringFeatures<char>();
973  case PT_INT8: return new CStringFeatures<int8_t>();
974  case PT_UINT8: return new CStringFeatures<uint8_t>();
975  case PT_INT16: return new CStringFeatures<int16_t>();
976  case PT_UINT16: return new CStringFeatures<uint16_t>();
977  case PT_INT32: return new CStringFeatures<int32_t>();
978  case PT_UINT32: return new CStringFeatures<uint32_t>();
979  case PT_INT64: return new CStringFeatures<int64_t>();
980  case PT_UINT64: return new CStringFeatures<uint64_t>();
981  case PT_FLOAT32: return new CStringFeatures<float32_t>();
982  case PT_FLOAT64: return new CStringFeatures<float64_t>();
983  case PT_FLOATMAX: return new CStringFeatures<floatmax_t>();
984  case PT_COMPLEX128: return NULL;
985  case PT_SGOBJECT:
986  case PT_UNDEFINED: return NULL;
987  }
988  return NULL;
989 }
991 {
992  switch (g)
993  {
994  case PT_BOOL: return new CDenseFeatures<bool>();
995  case PT_CHAR: return new CDenseFeatures<char>();
996  case PT_INT8: return new CDenseFeatures<int8_t>();
997  case PT_UINT8: return new CDenseFeatures<uint8_t>();
998  case PT_INT16: return new CDenseFeatures<int16_t>();
999  case PT_UINT16: return new CDenseFeatures<uint16_t>();
1000  case PT_INT32: return new CDenseFeatures<int32_t>();
1001  case PT_UINT32: return new CDenseFeatures<uint32_t>();
1002  case PT_INT64: return new CDenseFeatures<int64_t>();
1003  case PT_UINT64: return new CDenseFeatures<uint64_t>();
1004  case PT_FLOAT32: return new CDenseFeatures<float32_t>();
1005  case PT_FLOAT64: return new CDenseFeatures<float64_t>();
1006  case PT_FLOATMAX: return new CDenseFeatures<floatmax_t>();
1007  case PT_COMPLEX128: return NULL;
1008  case PT_SGOBJECT:
1009  case PT_UNDEFINED: return NULL;
1010  }
1011  return NULL;
1012 }
1014 {
1015  switch (g)
1016  {
1017  case PT_BOOL: return new CStreamingHashedDenseFeatures<bool>();
1018  case PT_CHAR: return new CStreamingHashedDenseFeatures<char>();
1019  case PT_INT8: return new CStreamingHashedDenseFeatures<int8_t>();
1020  case PT_UINT8: return new CStreamingHashedDenseFeatures<uint8_t>();
1021  case PT_INT16: return new CStreamingHashedDenseFeatures<int16_t>();
1022  case PT_UINT16: return new CStreamingHashedDenseFeatures<uint16_t>();
1023  case PT_INT32: return new CStreamingHashedDenseFeatures<int32_t>();
1024  case PT_UINT32: return new CStreamingHashedDenseFeatures<uint32_t>();
1025  case PT_INT64: return new CStreamingHashedDenseFeatures<int64_t>();
1026  case PT_UINT64: return new CStreamingHashedDenseFeatures<uint64_t>();
1027  case PT_FLOAT32: return new CStreamingHashedDenseFeatures<float32_t>();
1028  case PT_FLOAT64: return new CStreamingHashedDenseFeatures<float64_t>();
1029  case PT_FLOATMAX: return new CStreamingHashedDenseFeatures<floatmax_t>();
1030  case PT_COMPLEX128: return NULL;
1031  case PT_SGOBJECT:
1032  case PT_UNDEFINED: return NULL;
1033  }
1034  return NULL;
1035 }
1037 {
1038  switch (g)
1039  {
1040  case PT_BOOL: return new CStreamingDenseFeatures<bool>();
1041  case PT_CHAR: return new CStreamingDenseFeatures<char>();
1042  case PT_INT8: return new CStreamingDenseFeatures<int8_t>();
1043  case PT_UINT8: return new CStreamingDenseFeatures<uint8_t>();
1044  case PT_INT16: return new CStreamingDenseFeatures<int16_t>();
1045  case PT_UINT16: return new CStreamingDenseFeatures<uint16_t>();
1046  case PT_INT32: return new CStreamingDenseFeatures<int32_t>();
1047  case PT_UINT32: return new CStreamingDenseFeatures<uint32_t>();
1048  case PT_INT64: return new CStreamingDenseFeatures<int64_t>();
1049  case PT_UINT64: return new CStreamingDenseFeatures<uint64_t>();
1050  case PT_FLOAT32: return new CStreamingDenseFeatures<float32_t>();
1051  case PT_FLOAT64: return new CStreamingDenseFeatures<float64_t>();
1052  case PT_FLOATMAX: return new CStreamingDenseFeatures<floatmax_t>();
1053  case PT_COMPLEX128: return NULL;
1054  case PT_SGOBJECT:
1055  case PT_UNDEFINED: return NULL;
1056  }
1057  return NULL;
1058 }
1060 {
1061  switch (g)
1062  {
1063  case PT_BOOL: return new CStreamingStringFeatures<bool>();
1064  case PT_CHAR: return new CStreamingStringFeatures<char>();
1065  case PT_INT8: return new CStreamingStringFeatures<int8_t>();
1066  case PT_UINT8: return new CStreamingStringFeatures<uint8_t>();
1067  case PT_INT16: return new CStreamingStringFeatures<int16_t>();
1068  case PT_UINT16: return new CStreamingStringFeatures<uint16_t>();
1069  case PT_INT32: return new CStreamingStringFeatures<int32_t>();
1070  case PT_UINT32: return new CStreamingStringFeatures<uint32_t>();
1071  case PT_INT64: return new CStreamingStringFeatures<int64_t>();
1072  case PT_UINT64: return new CStreamingStringFeatures<uint64_t>();
1073  case PT_FLOAT32: return new CStreamingStringFeatures<float32_t>();
1074  case PT_FLOAT64: return new CStreamingStringFeatures<float64_t>();
1075  case PT_FLOATMAX: return new CStreamingStringFeatures<floatmax_t>();
1076  case PT_COMPLEX128: return NULL;
1077  case PT_SGOBJECT:
1078  case PT_UNDEFINED: return NULL;
1079  }
1080  return NULL;
1081 }
1083 {
1084  switch (g)
1085  {
1086  case PT_BOOL: return new CStreamingHashedSparseFeatures<bool>();
1087  case PT_CHAR: return new CStreamingHashedSparseFeatures<char>();
1088  case PT_INT8: return new CStreamingHashedSparseFeatures<int8_t>();
1089  case PT_UINT8: return new CStreamingHashedSparseFeatures<uint8_t>();
1090  case PT_INT16: return new CStreamingHashedSparseFeatures<int16_t>();
1091  case PT_UINT16: return new CStreamingHashedSparseFeatures<uint16_t>();
1092  case PT_INT32: return new CStreamingHashedSparseFeatures<int32_t>();
1093  case PT_UINT32: return new CStreamingHashedSparseFeatures<uint32_t>();
1094  case PT_INT64: return new CStreamingHashedSparseFeatures<int64_t>();
1095  case PT_UINT64: return new CStreamingHashedSparseFeatures<uint64_t>();
1096  case PT_FLOAT32: return new CStreamingHashedSparseFeatures<float32_t>();
1097  case PT_FLOAT64: return new CStreamingHashedSparseFeatures<float64_t>();
1098  case PT_FLOATMAX: return new CStreamingHashedSparseFeatures<floatmax_t>();
1099  case PT_COMPLEX128: return NULL;
1100  case PT_SGOBJECT:
1101  case PT_UNDEFINED: return NULL;
1102  }
1103  return NULL;
1104 }
1106 {
1107  switch (g)
1108  {
1109  case PT_BOOL: return new CStreamingSparseFeatures<bool>();
1110  case PT_CHAR: return new CStreamingSparseFeatures<char>();
1111  case PT_INT8: return new CStreamingSparseFeatures<int8_t>();
1112  case PT_UINT8: return new CStreamingSparseFeatures<uint8_t>();
1113  case PT_INT16: return new CStreamingSparseFeatures<int16_t>();
1114  case PT_UINT16: return new CStreamingSparseFeatures<uint16_t>();
1115  case PT_INT32: return new CStreamingSparseFeatures<int32_t>();
1116  case PT_UINT32: return new CStreamingSparseFeatures<uint32_t>();
1117  case PT_INT64: return new CStreamingSparseFeatures<int64_t>();
1118  case PT_UINT64: return new CStreamingSparseFeatures<uint64_t>();
1119  case PT_FLOAT32: return new CStreamingSparseFeatures<float32_t>();
1120  case PT_FLOAT64: return new CStreamingSparseFeatures<float64_t>();
1121  case PT_FLOATMAX: return new CStreamingSparseFeatures<floatmax_t>();
1122  case PT_COMPLEX128: return NULL;
1123  case PT_SGOBJECT:
1124  case PT_UNDEFINED: return NULL;
1125  }
1126  return NULL;
1127 }
1129 {
1130  switch (g)
1131  {
1132  case PT_BOOL: return new CMatrixFeatures<bool>();
1133  case PT_CHAR: return new CMatrixFeatures<char>();
1134  case PT_INT8: return new CMatrixFeatures<int8_t>();
1135  case PT_UINT8: return new CMatrixFeatures<uint8_t>();
1136  case PT_INT16: return new CMatrixFeatures<int16_t>();
1137  case PT_UINT16: return new CMatrixFeatures<uint16_t>();
1138  case PT_INT32: return new CMatrixFeatures<int32_t>();
1139  case PT_UINT32: return new CMatrixFeatures<uint32_t>();
1140  case PT_INT64: return new CMatrixFeatures<int64_t>();
1141  case PT_UINT64: return new CMatrixFeatures<uint64_t>();
1142  case PT_FLOAT32: return new CMatrixFeatures<float32_t>();
1143  case PT_FLOAT64: return new CMatrixFeatures<float64_t>();
1144  case PT_FLOATMAX: return new CMatrixFeatures<floatmax_t>();
1145  case PT_COMPLEX128: return NULL;
1146  case PT_SGOBJECT:
1147  case PT_UNDEFINED: return NULL;
1148  }
1149  return NULL;
1150 }
1152 {
1153  switch (g)
1154  {
1155  case PT_BOOL: return new CSparseFeatures<bool>();
1156  case PT_CHAR: return new CSparseFeatures<char>();
1157  case PT_INT8: return new CSparseFeatures<int8_t>();
1158  case PT_UINT8: return new CSparseFeatures<uint8_t>();
1159  case PT_INT16: return new CSparseFeatures<int16_t>();
1160  case PT_UINT16: return new CSparseFeatures<uint16_t>();
1161  case PT_INT32: return new CSparseFeatures<int32_t>();
1162  case PT_UINT32: return new CSparseFeatures<uint32_t>();
1163  case PT_INT64: return new CSparseFeatures<int64_t>();
1164  case PT_UINT64: return new CSparseFeatures<uint64_t>();
1165  case PT_FLOAT32: return new CSparseFeatures<float32_t>();
1166  case PT_FLOAT64: return new CSparseFeatures<float64_t>();
1167  case PT_FLOATMAX: return new CSparseFeatures<floatmax_t>();
1168  case PT_COMPLEX128: return NULL;
1169  case PT_SGOBJECT:
1170  case PT_UNDEFINED: return NULL;
1171  }
1172  return NULL;
1173 }
1175 {
1176  switch (g)
1177  {
1178  case PT_BOOL: return new CStringFileFeatures<bool>();
1179  case PT_CHAR: return new CStringFileFeatures<char>();
1180  case PT_INT8: return new CStringFileFeatures<int8_t>();
1181  case PT_UINT8: return new CStringFileFeatures<uint8_t>();
1182  case PT_INT16: return new CStringFileFeatures<int16_t>();
1183  case PT_UINT16: return new CStringFileFeatures<uint16_t>();
1184  case PT_INT32: return new CStringFileFeatures<int32_t>();
1185  case PT_UINT32: return new CStringFileFeatures<uint32_t>();
1186  case PT_INT64: return new CStringFileFeatures<int64_t>();
1187  case PT_UINT64: return new CStringFileFeatures<uint64_t>();
1188  case PT_FLOAT32: return new CStringFileFeatures<float32_t>();
1189  case PT_FLOAT64: return new CStringFileFeatures<float64_t>();
1190  case PT_FLOATMAX: return new CStringFileFeatures<floatmax_t>();
1191  case PT_COMPLEX128: return NULL;
1192  case PT_SGOBJECT:
1193  case PT_UNDEFINED: return NULL;
1194  }
1195  return NULL;
1196 }
1198 {
1199  switch (g)
1200  {
1201  case PT_BOOL: return new CHashedDenseFeatures<bool>();
1202  case PT_CHAR: return new CHashedDenseFeatures<char>();
1203  case PT_INT8: return new CHashedDenseFeatures<int8_t>();
1204  case PT_UINT8: return new CHashedDenseFeatures<uint8_t>();
1205  case PT_INT16: return new CHashedDenseFeatures<int16_t>();
1206  case PT_UINT16: return new CHashedDenseFeatures<uint16_t>();
1207  case PT_INT32: return new CHashedDenseFeatures<int32_t>();
1208  case PT_UINT32: return new CHashedDenseFeatures<uint32_t>();
1209  case PT_INT64: return new CHashedDenseFeatures<int64_t>();
1210  case PT_UINT64: return new CHashedDenseFeatures<uint64_t>();
1211  case PT_FLOAT32: return new CHashedDenseFeatures<float32_t>();
1212  case PT_FLOAT64: return new CHashedDenseFeatures<float64_t>();
1213  case PT_FLOATMAX: return new CHashedDenseFeatures<floatmax_t>();
1214  case PT_COMPLEX128: return NULL;
1215  case PT_SGOBJECT:
1216  case PT_UNDEFINED: return NULL;
1217  }
1218  return NULL;
1219 }
1221 {
1222  switch (g)
1223  {
1224  case PT_BOOL: return new CHashedSparseFeatures<bool>();
1225  case PT_CHAR: return new CHashedSparseFeatures<char>();
1226  case PT_INT8: return new CHashedSparseFeatures<int8_t>();
1227  case PT_UINT8: return new CHashedSparseFeatures<uint8_t>();
1228  case PT_INT16: return new CHashedSparseFeatures<int16_t>();
1229  case PT_UINT16: return new CHashedSparseFeatures<uint16_t>();
1230  case PT_INT32: return new CHashedSparseFeatures<int32_t>();
1231  case PT_UINT32: return new CHashedSparseFeatures<uint32_t>();
1232  case PT_INT64: return new CHashedSparseFeatures<int64_t>();
1233  case PT_UINT64: return new CHashedSparseFeatures<uint64_t>();
1234  case PT_FLOAT32: return new CHashedSparseFeatures<float32_t>();
1235  case PT_FLOAT64: return new CHashedSparseFeatures<float64_t>();
1236  case PT_FLOATMAX: return new CHashedSparseFeatures<floatmax_t>();
1237  case PT_COMPLEX128: return NULL;
1238  case PT_SGOBJECT:
1239  case PT_UNDEFINED: return NULL;
1240  }
1241  return NULL;
1242 }
1244 {
1245  switch (g)
1246  {
1247  case PT_BOOL: return new CDenseSubsetFeatures<bool>();
1248  case PT_CHAR: return new CDenseSubsetFeatures<char>();
1249  case PT_INT8: return new CDenseSubsetFeatures<int8_t>();
1250  case PT_UINT8: return new CDenseSubsetFeatures<uint8_t>();
1251  case PT_INT16: return new CDenseSubsetFeatures<int16_t>();
1252  case PT_UINT16: return new CDenseSubsetFeatures<uint16_t>();
1253  case PT_INT32: return new CDenseSubsetFeatures<int32_t>();
1254  case PT_UINT32: return new CDenseSubsetFeatures<uint32_t>();
1255  case PT_INT64: return new CDenseSubsetFeatures<int64_t>();
1256  case PT_UINT64: return new CDenseSubsetFeatures<uint64_t>();
1257  case PT_FLOAT32: return new CDenseSubsetFeatures<float32_t>();
1258  case PT_FLOAT64: return new CDenseSubsetFeatures<float64_t>();
1259  case PT_FLOATMAX: return new CDenseSubsetFeatures<floatmax_t>();
1260  case PT_COMPLEX128: return NULL;
1261  case PT_SGOBJECT:
1262  case PT_UNDEFINED: return NULL;
1263  }
1264  return NULL;
1265 }
1267 {
1268  switch (g)
1269  {
1270  case PT_BOOL: return new CBinaryStream<bool>();
1271  case PT_CHAR: return new CBinaryStream<char>();
1272  case PT_INT8: return new CBinaryStream<int8_t>();
1273  case PT_UINT8: return new CBinaryStream<uint8_t>();
1274  case PT_INT16: return new CBinaryStream<int16_t>();
1275  case PT_UINT16: return new CBinaryStream<uint16_t>();
1276  case PT_INT32: return new CBinaryStream<int32_t>();
1277  case PT_UINT32: return new CBinaryStream<uint32_t>();
1278  case PT_INT64: return new CBinaryStream<int64_t>();
1279  case PT_UINT64: return new CBinaryStream<uint64_t>();
1280  case PT_FLOAT32: return new CBinaryStream<float32_t>();
1281  case PT_FLOAT64: return new CBinaryStream<float64_t>();
1282  case PT_FLOATMAX: return new CBinaryStream<floatmax_t>();
1283  case PT_COMPLEX128: return NULL;
1284  case PT_SGOBJECT:
1285  case PT_UNDEFINED: return NULL;
1286  }
1287  return NULL;
1288 }
1290 {
1291  switch (g)
1292  {
1293  case PT_BOOL: return new CSimpleFile<bool>();
1294  case PT_CHAR: return new CSimpleFile<char>();
1295  case PT_INT8: return new CSimpleFile<int8_t>();
1296  case PT_UINT8: return new CSimpleFile<uint8_t>();
1297  case PT_INT16: return new CSimpleFile<int16_t>();
1298  case PT_UINT16: return new CSimpleFile<uint16_t>();
1299  case PT_INT32: return new CSimpleFile<int32_t>();
1300  case PT_UINT32: return new CSimpleFile<uint32_t>();
1301  case PT_INT64: return new CSimpleFile<int64_t>();
1302  case PT_UINT64: return new CSimpleFile<uint64_t>();
1303  case PT_FLOAT32: return new CSimpleFile<float32_t>();
1304  case PT_FLOAT64: return new CSimpleFile<float64_t>();
1305  case PT_FLOATMAX: return new CSimpleFile<floatmax_t>();
1306  case PT_COMPLEX128: return NULL;
1307  case PT_SGOBJECT:
1308  case PT_UNDEFINED: return NULL;
1309  }
1310  return NULL;
1311 }
1313 {
1314  switch (g)
1315  {
1316  case PT_BOOL: return new CStreamingFileFromSparseFeatures<bool>();
1317  case PT_CHAR: return new CStreamingFileFromSparseFeatures<char>();
1318  case PT_INT8: return new CStreamingFileFromSparseFeatures<int8_t>();
1319  case PT_UINT8: return new CStreamingFileFromSparseFeatures<uint8_t>();
1320  case PT_INT16: return new CStreamingFileFromSparseFeatures<int16_t>();
1321  case PT_UINT16: return new CStreamingFileFromSparseFeatures<uint16_t>();
1322  case PT_INT32: return new CStreamingFileFromSparseFeatures<int32_t>();
1323  case PT_UINT32: return new CStreamingFileFromSparseFeatures<uint32_t>();
1324  case PT_INT64: return new CStreamingFileFromSparseFeatures<int64_t>();
1325  case PT_UINT64: return new CStreamingFileFromSparseFeatures<uint64_t>();
1326  case PT_FLOAT32: return new CStreamingFileFromSparseFeatures<float32_t>();
1327  case PT_FLOAT64: return new CStreamingFileFromSparseFeatures<float64_t>();
1328  case PT_FLOATMAX: return new CStreamingFileFromSparseFeatures<floatmax_t>();
1329  case PT_COMPLEX128: return NULL;
1330  case PT_SGOBJECT:
1331  case PT_UNDEFINED: return NULL;
1332  }
1333  return NULL;
1334 }
1336 {
1337  switch (g)
1338  {
1339  case PT_BOOL: return new CParseBuffer<bool>();
1340  case PT_CHAR: return new CParseBuffer<char>();
1341  case PT_INT8: return new CParseBuffer<int8_t>();
1342  case PT_UINT8: return new CParseBuffer<uint8_t>();
1343  case PT_INT16: return new CParseBuffer<int16_t>();
1344  case PT_UINT16: return new CParseBuffer<uint16_t>();
1345  case PT_INT32: return new CParseBuffer<int32_t>();
1346  case PT_UINT32: return new CParseBuffer<uint32_t>();
1347  case PT_INT64: return new CParseBuffer<int64_t>();
1348  case PT_UINT64: return new CParseBuffer<uint64_t>();
1349  case PT_FLOAT32: return new CParseBuffer<float32_t>();
1350  case PT_FLOAT64: return new CParseBuffer<float64_t>();
1351  case PT_FLOATMAX: return new CParseBuffer<floatmax_t>();
1352  case PT_COMPLEX128: return NULL;
1353  case PT_SGOBJECT:
1354  case PT_UNDEFINED: return NULL;
1355  }
1356  return NULL;
1357 }
1359 {
1360  switch (g)
1361  {
1362  case PT_BOOL: return new CStreamingFileFromDenseFeatures<bool>();
1363  case PT_CHAR: return new CStreamingFileFromDenseFeatures<char>();
1364  case PT_INT8: return new CStreamingFileFromDenseFeatures<int8_t>();
1365  case PT_UINT8: return new CStreamingFileFromDenseFeatures<uint8_t>();
1366  case PT_INT16: return new CStreamingFileFromDenseFeatures<int16_t>();
1367  case PT_UINT16: return new CStreamingFileFromDenseFeatures<uint16_t>();
1368  case PT_INT32: return new CStreamingFileFromDenseFeatures<int32_t>();
1369  case PT_UINT32: return new CStreamingFileFromDenseFeatures<uint32_t>();
1370  case PT_INT64: return new CStreamingFileFromDenseFeatures<int64_t>();
1371  case PT_UINT64: return new CStreamingFileFromDenseFeatures<uint64_t>();
1372  case PT_FLOAT32: return new CStreamingFileFromDenseFeatures<float32_t>();
1373  case PT_FLOAT64: return new CStreamingFileFromDenseFeatures<float64_t>();
1374  case PT_FLOATMAX: return new CStreamingFileFromDenseFeatures<floatmax_t>();
1375  case PT_COMPLEX128: return NULL;
1376  case PT_SGOBJECT:
1377  case PT_UNDEFINED: return NULL;
1378  }
1379  return NULL;
1380 }
1382 {
1383  switch (g)
1384  {
1385  case PT_BOOL: return new CStreamingFileFromStringFeatures<bool>();
1386  case PT_CHAR: return new CStreamingFileFromStringFeatures<char>();
1387  case PT_INT8: return new CStreamingFileFromStringFeatures<int8_t>();
1388  case PT_UINT8: return new CStreamingFileFromStringFeatures<uint8_t>();
1389  case PT_INT16: return new CStreamingFileFromStringFeatures<int16_t>();
1390  case PT_UINT16: return new CStreamingFileFromStringFeatures<uint16_t>();
1391  case PT_INT32: return new CStreamingFileFromStringFeatures<int32_t>();
1392  case PT_UINT32: return new CStreamingFileFromStringFeatures<uint32_t>();
1393  case PT_INT64: return new CStreamingFileFromStringFeatures<int64_t>();
1394  case PT_UINT64: return new CStreamingFileFromStringFeatures<uint64_t>();
1395  case PT_FLOAT32: return new CStreamingFileFromStringFeatures<float32_t>();
1396  case PT_FLOAT64: return new CStreamingFileFromStringFeatures<float64_t>();
1397  case PT_FLOATMAX: return new CStreamingFileFromStringFeatures<floatmax_t>();
1398  case PT_COMPLEX128: return NULL;
1399  case PT_SGOBJECT:
1400  case PT_UNDEFINED: return NULL;
1401  }
1402  return NULL;
1403 }
1405 {
1406  switch (g)
1407  {
1408  case PT_BOOL: return new CMemoryMappedFile<bool>();
1409  case PT_CHAR: return new CMemoryMappedFile<char>();
1410  case PT_INT8: return new CMemoryMappedFile<int8_t>();
1411  case PT_UINT8: return new CMemoryMappedFile<uint8_t>();
1412  case PT_INT16: return new CMemoryMappedFile<int16_t>();
1413  case PT_UINT16: return new CMemoryMappedFile<uint16_t>();
1414  case PT_INT32: return new CMemoryMappedFile<int32_t>();
1415  case PT_UINT32: return new CMemoryMappedFile<uint32_t>();
1416  case PT_INT64: return new CMemoryMappedFile<int64_t>();
1417  case PT_UINT64: return new CMemoryMappedFile<uint64_t>();
1418  case PT_FLOAT32: return new CMemoryMappedFile<float32_t>();
1419  case PT_FLOAT64: return new CMemoryMappedFile<float64_t>();
1420  case PT_FLOATMAX: return new CMemoryMappedFile<floatmax_t>();
1421  case PT_COMPLEX128: return NULL;
1422  case PT_SGOBJECT:
1423  case PT_UNDEFINED: return NULL;
1424  }
1425  return NULL;
1426 }
1428 {
1429  switch (g)
1430  {
1431  case PT_BOOL: return new CTreeMachine<bool>();
1432  case PT_CHAR: return new CTreeMachine<char>();
1433  case PT_INT8: return new CTreeMachine<int8_t>();
1434  case PT_UINT8: return new CTreeMachine<uint8_t>();
1435  case PT_INT16: return new CTreeMachine<int16_t>();
1436  case PT_UINT16: return new CTreeMachine<uint16_t>();
1437  case PT_INT32: return new CTreeMachine<int32_t>();
1438  case PT_UINT32: return new CTreeMachine<uint32_t>();
1439  case PT_INT64: return new CTreeMachine<int64_t>();
1440  case PT_UINT64: return new CTreeMachine<uint64_t>();
1441  case PT_FLOAT32: return new CTreeMachine<float32_t>();
1442  case PT_FLOAT64: return new CTreeMachine<float64_t>();
1443  case PT_FLOATMAX: return new CTreeMachine<floatmax_t>();
1444  case PT_COMPLEX128: return NULL;
1445  case PT_SGOBJECT:
1446  case PT_UNDEFINED: return NULL;
1447  }
1448  return NULL;
1449 }
1450 static SHOGUN_TEMPLATE_CLASS CSGObject* __new_CSet(EPrimitiveType g)
1451 {
1452  switch (g)
1453  {
1454  case PT_BOOL: return new CSet<bool>();
1455  case PT_CHAR: return new CSet<char>();
1456  case PT_INT8: return new CSet<int8_t>();
1457  case PT_UINT8: return new CSet<uint8_t>();
1458  case PT_INT16: return new CSet<int16_t>();
1459  case PT_UINT16: return new CSet<uint16_t>();
1460  case PT_INT32: return new CSet<int32_t>();
1461  case PT_UINT32: return new CSet<uint32_t>();
1462  case PT_INT64: return new CSet<int64_t>();
1463  case PT_UINT64: return new CSet<uint64_t>();
1464  case PT_FLOAT32: return new CSet<float32_t>();
1465  case PT_FLOAT64: return new CSet<float64_t>();
1466  case PT_FLOATMAX: return new CSet<floatmax_t>();
1467  case PT_COMPLEX128: return NULL;
1468  case PT_SGOBJECT:
1469  case PT_UNDEFINED: return NULL;
1470  }
1471  return NULL;
1472 }
1474 {
1475  switch (g)
1476  {
1477  case PT_BOOL: return new CCache<bool>();
1478  case PT_CHAR: return new CCache<char>();
1479  case PT_INT8: return new CCache<int8_t>();
1480  case PT_UINT8: return new CCache<uint8_t>();
1481  case PT_INT16: return new CCache<int16_t>();
1482  case PT_UINT16: return new CCache<uint16_t>();
1483  case PT_INT32: return new CCache<int32_t>();
1484  case PT_UINT32: return new CCache<uint32_t>();
1485  case PT_INT64: return new CCache<int64_t>();
1486  case PT_UINT64: return new CCache<uint64_t>();
1487  case PT_FLOAT32: return new CCache<float32_t>();
1488  case PT_FLOAT64: return new CCache<float64_t>();
1489  case PT_FLOATMAX: return new CCache<floatmax_t>();
1490  case PT_COMPLEX128: return NULL;
1491  case PT_SGOBJECT:
1492  case PT_UNDEFINED: return NULL;
1493  }
1494  return NULL;
1495 }
1497 {
1498  switch (g)
1499  {
1500  case PT_BOOL: return new CDynamicArray<bool>();
1501  case PT_CHAR: return new CDynamicArray<char>();
1502  case PT_INT8: return new CDynamicArray<int8_t>();
1503  case PT_UINT8: return new CDynamicArray<uint8_t>();
1504  case PT_INT16: return new CDynamicArray<int16_t>();
1505  case PT_UINT16: return new CDynamicArray<uint16_t>();
1506  case PT_INT32: return new CDynamicArray<int32_t>();
1507  case PT_UINT32: return new CDynamicArray<uint32_t>();
1508  case PT_INT64: return new CDynamicArray<int64_t>();
1509  case PT_UINT64: return new CDynamicArray<uint64_t>();
1510  case PT_FLOAT32: return new CDynamicArray<float32_t>();
1511  case PT_FLOAT64: return new CDynamicArray<float64_t>();
1512  case PT_FLOATMAX: return new CDynamicArray<floatmax_t>();
1513  case PT_COMPLEX128: return NULL;
1514  case PT_SGOBJECT:
1515  case PT_UNDEFINED: return NULL;
1516  }
1517  return NULL;
1518 }
1520 {
1521  switch (g)
1522  {
1523  case PT_BOOL: return new CStoreScalarAggregator<bool>();
1524  case PT_CHAR: return new CStoreScalarAggregator<char>();
1525  case PT_INT8: return new CStoreScalarAggregator<int8_t>();
1526  case PT_UINT8: return new CStoreScalarAggregator<uint8_t>();
1527  case PT_INT16: return new CStoreScalarAggregator<int16_t>();
1528  case PT_UINT16: return new CStoreScalarAggregator<uint16_t>();
1529  case PT_INT32: return new CStoreScalarAggregator<int32_t>();
1530  case PT_UINT32: return new CStoreScalarAggregator<uint32_t>();
1531  case PT_INT64: return new CStoreScalarAggregator<int64_t>();
1532  case PT_UINT64: return new CStoreScalarAggregator<uint64_t>();
1533  case PT_FLOAT32: return new CStoreScalarAggregator<float32_t>();
1534  case PT_FLOAT64: return new CStoreScalarAggregator<float64_t>();
1535  case PT_FLOATMAX: return new CStoreScalarAggregator<floatmax_t>();
1536  case PT_COMPLEX128: return new CStoreScalarAggregator<complex128_t>();
1537  case PT_SGOBJECT:
1538  case PT_UNDEFINED: return NULL;
1539  }
1540  return NULL;
1541 }
1543 {
1544  switch (g)
1545  {
1546  case PT_BOOL: return new CScalarResult<bool>();
1547  case PT_CHAR: return new CScalarResult<char>();
1548  case PT_INT8: return new CScalarResult<int8_t>();
1549  case PT_UINT8: return new CScalarResult<uint8_t>();
1550  case PT_INT16: return new CScalarResult<int16_t>();
1551  case PT_UINT16: return new CScalarResult<uint16_t>();
1552  case PT_INT32: return new CScalarResult<int32_t>();
1553  case PT_UINT32: return new CScalarResult<uint32_t>();
1554  case PT_INT64: return new CScalarResult<int64_t>();
1555  case PT_UINT64: return new CScalarResult<uint64_t>();
1556  case PT_FLOAT32: return new CScalarResult<float32_t>();
1557  case PT_FLOAT64: return new CScalarResult<float64_t>();
1558  case PT_FLOATMAX: return new CScalarResult<floatmax_t>();
1559  case PT_COMPLEX128: return new CScalarResult<complex128_t>();
1560  case PT_SGOBJECT:
1561  case PT_UNDEFINED: return NULL;
1562  }
1563  return NULL;
1564 }
1566 {
1567  switch (g)
1568  {
1569  case PT_BOOL: return new CVectorResult<bool>();
1570  case PT_CHAR: return new CVectorResult<char>();
1571  case PT_INT8: return new CVectorResult<int8_t>();
1572  case PT_UINT8: return new CVectorResult<uint8_t>();
1573  case PT_INT16: return new CVectorResult<int16_t>();
1574  case PT_UINT16: return new CVectorResult<uint16_t>();
1575  case PT_INT32: return new CVectorResult<int32_t>();
1576  case PT_UINT32: return new CVectorResult<uint32_t>();
1577  case PT_INT64: return new CVectorResult<int64_t>();
1578  case PT_UINT64: return new CVectorResult<uint64_t>();
1579  case PT_FLOAT32: return new CVectorResult<float32_t>();
1580  case PT_FLOAT64: return new CVectorResult<float64_t>();
1581  case PT_FLOATMAX: return new CVectorResult<floatmax_t>();
1582  case PT_COMPLEX128: return new CVectorResult<complex128_t>();
1583  case PT_SGOBJECT:
1584  case PT_UNDEFINED: return NULL;
1585  }
1586  return NULL;
1587 }
1589 {
1590  switch (g)
1591  {
1592  case PT_BOOL: return new CSparseMatrixOperator<bool>();
1593  case PT_CHAR: return new CSparseMatrixOperator<char>();
1594  case PT_INT8: return new CSparseMatrixOperator<int8_t>();
1595  case PT_UINT8: return new CSparseMatrixOperator<uint8_t>();
1596  case PT_INT16: return new CSparseMatrixOperator<int16_t>();
1597  case PT_UINT16: return new CSparseMatrixOperator<uint16_t>();
1598  case PT_INT32: return new CSparseMatrixOperator<int32_t>();
1599  case PT_UINT32: return new CSparseMatrixOperator<uint32_t>();
1600  case PT_INT64: return new CSparseMatrixOperator<int64_t>();
1601  case PT_UINT64: return new CSparseMatrixOperator<uint64_t>();
1602  case PT_FLOAT32: return new CSparseMatrixOperator<float32_t>();
1603  case PT_FLOAT64: return new CSparseMatrixOperator<float64_t>();
1604  case PT_FLOATMAX: return new CSparseMatrixOperator<floatmax_t>();
1605  case PT_COMPLEX128: return new CSparseMatrixOperator<complex128_t>();
1606  case PT_SGOBJECT:
1607  case PT_UNDEFINED: return NULL;
1608  }
1609  return NULL;
1610 }
1612 {
1613  switch (g)
1614  {
1615  case PT_BOOL: return new CDenseMatrixOperator<bool>();
1616  case PT_CHAR: return new CDenseMatrixOperator<char>();
1617  case PT_INT8: return new CDenseMatrixOperator<int8_t>();
1618  case PT_UINT8: return new CDenseMatrixOperator<uint8_t>();
1619  case PT_INT16: return new CDenseMatrixOperator<int16_t>();
1620  case PT_UINT16: return new CDenseMatrixOperator<uint16_t>();
1621  case PT_INT32: return new CDenseMatrixOperator<int32_t>();
1622  case PT_UINT32: return new CDenseMatrixOperator<uint32_t>();
1623  case PT_INT64: return new CDenseMatrixOperator<int64_t>();
1624  case PT_UINT64: return new CDenseMatrixOperator<uint64_t>();
1625  case PT_FLOAT32: return new CDenseMatrixOperator<float32_t>();
1626  case PT_FLOAT64: return new CDenseMatrixOperator<float64_t>();
1627  case PT_FLOATMAX: return new CDenseMatrixOperator<floatmax_t>();
1628  case PT_COMPLEX128: return new CDenseMatrixOperator<complex128_t>();
1629  case PT_SGOBJECT:
1630  case PT_UNDEFINED: return NULL;
1631  }
1632  return NULL;
1633 }
1634 typedef CSGObject* (*new_sgserializable_t)(EPrimitiveType generic);
1635 #ifndef DOXYGEN_SHOULD_SKIP_THIS
1636 typedef struct
1637 {
1638  const char* m_class_name;
1639  new_sgserializable_t m_new_sgserializable;
1640 } class_list_entry_t;
1641 #endif
1642 
1643 static class_list_entry_t class_list[] = {
1644 {"NormOne", SHOGUN_BASIC_CLASS __new_CNormOne},
1645 {"PNorm", SHOGUN_BASIC_CLASS __new_CPNorm},
1646 {"RescaleFeatures", SHOGUN_BASIC_CLASS __new_CRescaleFeatures},
1647 {"KernelPCA", SHOGUN_BASIC_CLASS __new_CKernelPCA},
1648 {"DimensionReductionPreprocessor", SHOGUN_BASIC_CLASS __new_CDimensionReductionPreprocessor},
1649 {"SortWordString", SHOGUN_BASIC_CLASS __new_CSortWordString},
1650 {"PruneVarSubMean", SHOGUN_BASIC_CLASS __new_CPruneVarSubMean},
1651 {"SumOne", SHOGUN_BASIC_CLASS __new_CSumOne},
1652 {"HomogeneousKernelMap", SHOGUN_BASIC_CLASS __new_CHomogeneousKernelMap},
1654 {"SortUlongString", SHOGUN_BASIC_CLASS __new_CSortUlongString},
1655 {"RandomFourierGaussPreproc", SHOGUN_BASIC_CLASS __new_CRandomFourierGaussPreproc},
1656 {"LogPlusOne", SHOGUN_BASIC_CLASS __new_CLogPlusOne},
1657 {"GradientCriterion", SHOGUN_BASIC_CLASS __new_CGradientCriterion},
1658 {"CrossValidationMKLStorage", SHOGUN_BASIC_CLASS __new_CCrossValidationMKLStorage},
1659 {"MeanSquaredLogError", SHOGUN_BASIC_CLASS __new_CMeanSquaredLogError},
1660 {"PRCEvaluation", SHOGUN_BASIC_CLASS __new_CPRCEvaluation},
1661 {"ClusteringAccuracy", SHOGUN_BASIC_CLASS __new_CClusteringAccuracy},
1662 {"StratifiedCrossValidationSplitting", SHOGUN_BASIC_CLASS __new_CStratifiedCrossValidationSplitting},
1663 {"ClusteringMutualInformation", SHOGUN_BASIC_CLASS __new_CClusteringMutualInformation},
1664 {"StructuredAccuracy", SHOGUN_BASIC_CLASS __new_CStructuredAccuracy},
1665 {"ContingencyTableEvaluation", SHOGUN_BASIC_CLASS __new_CContingencyTableEvaluation},
1666 {"AccuracyMeasure", SHOGUN_BASIC_CLASS __new_CAccuracyMeasure},
1667 {"ErrorRateMeasure", SHOGUN_BASIC_CLASS __new_CErrorRateMeasure},
1668 {"BALMeasure", SHOGUN_BASIC_CLASS __new_CBALMeasure},
1669 {"WRACCMeasure", SHOGUN_BASIC_CLASS __new_CWRACCMeasure},
1670 {"F1Measure", SHOGUN_BASIC_CLASS __new_CF1Measure},
1671 {"CrossCorrelationMeasure", SHOGUN_BASIC_CLASS __new_CCrossCorrelationMeasure},
1672 {"RecallMeasure", SHOGUN_BASIC_CLASS __new_CRecallMeasure},
1673 {"PrecisionMeasure", SHOGUN_BASIC_CLASS __new_CPrecisionMeasure},
1674 {"SpecificityMeasure", SHOGUN_BASIC_CLASS __new_CSpecificityMeasure},
1675 {"ROCEvaluation", SHOGUN_BASIC_CLASS __new_CROCEvaluation},
1676 {"LOOCrossValidationSplitting", SHOGUN_BASIC_CLASS __new_CLOOCrossValidationSplitting},
1677 {"MeanAbsoluteError", SHOGUN_BASIC_CLASS __new_CMeanAbsoluteError},
1678 {"GradientResult", SHOGUN_BASIC_CLASS __new_CGradientResult},
1679 {"MeanSquaredError", SHOGUN_BASIC_CLASS __new_CMeanSquaredError},
1680 {"MulticlassAccuracy", SHOGUN_BASIC_CLASS __new_CMulticlassAccuracy},
1681 {"MulticlassOVREvaluation", SHOGUN_BASIC_CLASS __new_CMulticlassOVREvaluation},
1682 {"CrossValidationMulticlassStorage", SHOGUN_BASIC_CLASS __new_CCrossValidationMulticlassStorage},
1683 {"CrossValidationResult", SHOGUN_BASIC_CLASS __new_CCrossValidationResult},
1684 {"CrossValidation", SHOGUN_BASIC_CLASS __new_CCrossValidation},
1685 {"CrossValidationPrintOutput", SHOGUN_BASIC_CLASS __new_CCrossValidationPrintOutput},
1686 {"GradientEvaluation", SHOGUN_BASIC_CLASS __new_CGradientEvaluation},
1687 {"CrossValidationSplitting", SHOGUN_BASIC_CLASS __new_CCrossValidationSplitting},
1688 {"DomainAdaptationSVM", SHOGUN_BASIC_CLASS __new_CDomainAdaptationSVM},
1689 {"DomainAdaptationSVMLinear", SHOGUN_BASIC_CLASS __new_CDomainAdaptationSVMLinear},
1690 {"DomainAdaptationMulticlassLibLinear", SHOGUN_BASIC_CLASS __new_CDomainAdaptationMulticlassLibLinear},
1691 {"MultitaskKernelPlifNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelPlifNormalizer},
1692 {"MultitaskKernelNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelNormalizer},
1693 {"TaskTree", SHOGUN_BASIC_CLASS __new_CTaskTree},
1694 {"MultitaskKernelMaskPairNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelMaskPairNormalizer},
1695 {"TaskGroup", SHOGUN_BASIC_CLASS __new_CTaskGroup},
1696 {"MultitaskL12LogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskL12LogisticRegression},
1698 {"MultitaskLogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskLogisticRegression},
1699 {"MultitaskTraceLogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskTraceLogisticRegression},
1700 {"MultitaskClusteredLogisticRegression", SHOGUN_BASIC_CLASS __new_CMultitaskClusteredLogisticRegression},
1701 {"MultitaskROCEvaluation", SHOGUN_BASIC_CLASS __new_CMultitaskROCEvaluation},
1702 {"MultitaskLeastSquaresRegression", SHOGUN_BASIC_CLASS __new_CMultitaskLeastSquaresRegression},
1703 {"LibLinearMTL", SHOGUN_BASIC_CLASS __new_CLibLinearMTL},
1705 {"Taxonomy", SHOGUN_BASIC_CLASS __new_CTaxonomy},
1706 {"MultitaskKernelTreeNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelTreeNormalizer},
1707 {"MultitaskKernelMaskNormalizer", SHOGUN_BASIC_CLASS __new_CMultitaskKernelMaskNormalizer},
1708 {"MultitaskLinearMachine", SHOGUN_BASIC_CLASS __new_CMultitaskLinearMachine},
1710 {"KMeans", SHOGUN_BASIC_CLASS __new_CKMeans},
1711 {"Hierarchical", SHOGUN_BASIC_CLASS __new_CHierarchical},
1712 {"GeodesicMetric", SHOGUN_BASIC_CLASS __new_CGeodesicMetric},
1713 {"CustomDistance", SHOGUN_BASIC_CLASS __new_CCustomDistance},
1714 {"CanberraWordDistance", SHOGUN_BASIC_CLASS __new_CCanberraWordDistance},
1715 {"BrayCurtisDistance", SHOGUN_BASIC_CLASS __new_CBrayCurtisDistance},
1716 {"MahalanobisDistance", SHOGUN_BASIC_CLASS __new_CMahalanobisDistance},
1717 {"MinkowskiMetric", SHOGUN_BASIC_CLASS __new_CMinkowskiMetric},
1718 {"KernelDistance", SHOGUN_BASIC_CLASS __new_CKernelDistance},
1719 {"HammingWordDistance", SHOGUN_BASIC_CLASS __new_CHammingWordDistance},
1720 {"ChiSquareDistance", SHOGUN_BASIC_CLASS __new_CChiSquareDistance},
1721 {"CustomMahalanobisDistance", SHOGUN_BASIC_CLASS __new_CCustomMahalanobisDistance},
1722 {"CanberraMetric", SHOGUN_BASIC_CLASS __new_CCanberraMetric},
1723 {"EuclideanDistance", SHOGUN_BASIC_CLASS __new_CEuclideanDistance},
1724 {"JensenMetric", SHOGUN_BASIC_CLASS __new_CJensenMetric},
1725 {"AttenuatedEuclideanDistance", SHOGUN_BASIC_CLASS __new_CAttenuatedEuclideanDistance},
1726 {"ManhattanMetric", SHOGUN_BASIC_CLASS __new_CManhattanMetric},
1727 {"SparseEuclideanDistance", SHOGUN_BASIC_CLASS __new_CSparseEuclideanDistance},
1728 {"CosineDistance", SHOGUN_BASIC_CLASS __new_CCosineDistance},
1729 {"ChebyshewMetric", SHOGUN_BASIC_CLASS __new_CChebyshewMetric},
1730 {"TanimotoDistance", SHOGUN_BASIC_CLASS __new_CTanimotoDistance},
1731 {"ManhattanWordDistance", SHOGUN_BASIC_CLASS __new_CManhattanWordDistance},
1732 {"DataGenerator", SHOGUN_BASIC_CLASS __new_CDataGenerator},
1733 {"Subset", SHOGUN_BASIC_CLASS __new_CSubset},
1734 {"CombinedDotFeatures", SHOGUN_BASIC_CLASS __new_CCombinedDotFeatures},
1735 {"Alphabet", SHOGUN_BASIC_CLASS __new_CAlphabet},
1736 {"ExplicitSpecFeatures", SHOGUN_BASIC_CLASS __new_CExplicitSpecFeatures},
1737 {"StreamingHashedDocDotFeatures", SHOGUN_BASIC_CLASS __new_CStreamingHashedDocDotFeatures},
1738 {"StreamingVwFeatures", SHOGUN_BASIC_CLASS __new_CStreamingVwFeatures},
1739 {"MeanShiftDataGenerator", SHOGUN_BASIC_CLASS __new_CMeanShiftDataGenerator},
1740 {"GaussianBlobsDataGenerator", SHOGUN_BASIC_CLASS __new_CGaussianBlobsDataGenerator},
1741 {"WDFeatures", SHOGUN_BASIC_CLASS __new_CWDFeatures},
1742 {"CombinedFeatures", SHOGUN_BASIC_CLASS __new_CCombinedFeatures},
1743 {"HashedWDFeatures", SHOGUN_BASIC_CLASS __new_CHashedWDFeatures},
1744 {"IndexFeatures", SHOGUN_BASIC_CLASS __new_CIndexFeatures},
1745 {"SNPFeatures", SHOGUN_BASIC_CLASS __new_CSNPFeatures},
1746 {"BinnedDotFeatures", SHOGUN_BASIC_CLASS __new_CBinnedDotFeatures},
1747 {"LBPPyrDotFeatures", SHOGUN_BASIC_CLASS __new_CLBPPyrDotFeatures},
1748 {"HashedWDFeaturesTransposed", SHOGUN_BASIC_CLASS __new_CHashedWDFeaturesTransposed},
1749 {"PolyFeatures", SHOGUN_BASIC_CLASS __new_CPolyFeatures},
1750 {"TOPFeatures", SHOGUN_BASIC_CLASS __new_CTOPFeatures},
1751 {"RandomFourierDotFeatures", SHOGUN_BASIC_CLASS __new_CRandomFourierDotFeatures},
1752 {"HashedDocDotFeatures", SHOGUN_BASIC_CLASS __new_CHashedDocDotFeatures},
1753 {"FKFeatures", SHOGUN_BASIC_CLASS __new_CFKFeatures},
1754 {"SubsetStack", SHOGUN_BASIC_CLASS __new_CSubsetStack},
1755 {"RealFileFeatures", SHOGUN_BASIC_CLASS __new_CRealFileFeatures},
1756 {"SparsePolyFeatures", SHOGUN_BASIC_CLASS __new_CSparsePolyFeatures},
1757 {"FactorGraphFeatures", SHOGUN_BASIC_CLASS __new_CFactorGraphFeatures},
1758 {"ImplicitWeightedSpecFeatures", SHOGUN_BASIC_CLASS __new_CImplicitWeightedSpecFeatures},
1759 {"DummyFeatures", SHOGUN_BASIC_CLASS __new_CDummyFeatures},
1760 {"LatentFeatures", SHOGUN_BASIC_CLASS __new_CLatentFeatures},
1761 {"LineReader", SHOGUN_BASIC_CLASS __new_CLineReader},
1762 {"CSVFile", SHOGUN_BASIC_CLASS __new_CCSVFile},
1763 {"LibSVMFile", SHOGUN_BASIC_CLASS __new_CLibSVMFile},
1764 {"StreamingVwCacheFile", SHOGUN_BASIC_CLASS __new_CStreamingVwCacheFile},
1765 {"StreamingFileFromFeatures", SHOGUN_BASIC_CLASS __new_CStreamingFileFromFeatures},
1766 {"StreamingVwFile", SHOGUN_BASIC_CLASS __new_CStreamingVwFile},
1767 {"StreamingFile", SHOGUN_BASIC_CLASS __new_CStreamingFile},
1768 {"StreamingAsciiFile", SHOGUN_BASIC_CLASS __new_CStreamingAsciiFile},
1769 {"BinaryFile", SHOGUN_BASIC_CLASS __new_CBinaryFile},
1770 {"SerializableAsciiFile", SHOGUN_BASIC_CLASS __new_CSerializableAsciiFile},
1771 {"IOBuffer", SHOGUN_BASIC_CLASS __new_CIOBuffer},
1772 {"UAIFile", SHOGUN_BASIC_CLASS __new_CUAIFile},
1773 {"Parser", SHOGUN_BASIC_CLASS __new_CParser},
1774 {"NeuralNetwork", SHOGUN_BASIC_CLASS __new_CNeuralNetwork},
1775 {"NeuralLinearLayer", SHOGUN_BASIC_CLASS __new_CNeuralLinearLayer},
1776 {"NeuralSoftmaxLayer", SHOGUN_BASIC_CLASS __new_CNeuralSoftmaxLayer},
1777 {"NeuralLogisticLayer", SHOGUN_BASIC_CLASS __new_CNeuralLogisticLayer},
1778 {"PyramidChi2", SHOGUN_BASIC_CLASS __new_CPyramidChi2},
1779 {"SqrtDiagKernelNormalizer", SHOGUN_BASIC_CLASS __new_CSqrtDiagKernelNormalizer},
1780 {"AvgDiagKernelNormalizer", SHOGUN_BASIC_CLASS __new_CAvgDiagKernelNormalizer},
1781 {"VarianceKernelNormalizer", SHOGUN_BASIC_CLASS __new_CVarianceKernelNormalizer},
1782 {"IdentityKernelNormalizer", SHOGUN_BASIC_CLASS __new_CIdentityKernelNormalizer},
1783 {"FirstElementKernelNormalizer", SHOGUN_BASIC_CLASS __new_CFirstElementKernelNormalizer},
1784 {"TanimotoKernelNormalizer", SHOGUN_BASIC_CLASS __new_CTanimotoKernelNormalizer},
1785 {"ScatterKernelNormalizer", SHOGUN_BASIC_CLASS __new_CScatterKernelNormalizer},
1786 {"RidgeKernelNormalizer", SHOGUN_BASIC_CLASS __new_CRidgeKernelNormalizer},
1787 {"DiceKernelNormalizer", SHOGUN_BASIC_CLASS __new_CDiceKernelNormalizer},
1788 {"ZeroMeanCenterKernelNormalizer", SHOGUN_BASIC_CLASS __new_CZeroMeanCenterKernelNormalizer},
1789 {"GaussianShiftKernel", SHOGUN_BASIC_CLASS __new_CGaussianShiftKernel},
1790 {"CircularKernel", SHOGUN_BASIC_CLASS __new_CCircularKernel},
1791 {"ANOVAKernel", SHOGUN_BASIC_CLASS __new_CANOVAKernel},
1792 {"TensorProductPairKernel", SHOGUN_BASIC_CLASS __new_CTensorProductPairKernel},
1793 {"PowerKernel", SHOGUN_BASIC_CLASS __new_CPowerKernel},
1794 {"GaussianShortRealKernel", SHOGUN_BASIC_CLASS __new_CGaussianShortRealKernel},
1795 {"BesselKernel", SHOGUN_BASIC_CLASS __new_CBesselKernel},
1796 {"WaveKernel", SHOGUN_BASIC_CLASS __new_CWaveKernel},
1797 {"InverseMultiQuadricKernel", SHOGUN_BASIC_CLASS __new_CInverseMultiQuadricKernel},
1798 {"ExponentialKernel", SHOGUN_BASIC_CLASS __new_CExponentialKernel},
1799 {"TStudentKernel", SHOGUN_BASIC_CLASS __new_CTStudentKernel},
1800 {"LogKernel", SHOGUN_BASIC_CLASS __new_CLogKernel},
1801 {"AUCKernel", SHOGUN_BASIC_CLASS __new_CAUCKernel},
1802 {"ProductKernel", SHOGUN_BASIC_CLASS __new_CProductKernel},
1803 {"Chi2Kernel", SHOGUN_BASIC_CLASS __new_CChi2Kernel},
1804 {"HistogramIntersectionKernel", SHOGUN_BASIC_CLASS __new_CHistogramIntersectionKernel},
1805 {"ConstKernel", SHOGUN_BASIC_CLASS __new_CConstKernel},
1806 {"SplineKernel", SHOGUN_BASIC_CLASS __new_CSplineKernel},
1807 {"RationalQuadraticKernel", SHOGUN_BASIC_CLASS __new_CRationalQuadraticKernel},
1808 {"WeightedDegreeRBFKernel", SHOGUN_BASIC_CLASS __new_CWeightedDegreeRBFKernel},
1809 {"GaussianARDKernel", SHOGUN_BASIC_CLASS __new_CGaussianARDKernel},
1810 {"JensenShannonKernel", SHOGUN_BASIC_CLASS __new_CJensenShannonKernel},
1811 {"SpectrumMismatchRBFKernel", SHOGUN_BASIC_CLASS __new_CSpectrumMismatchRBFKernel},
1812 {"GaussianMatchStringKernel", SHOGUN_BASIC_CLASS __new_CGaussianMatchStringKernel},
1813 {"SparseSpatialSampleStringKernel", SHOGUN_BASIC_CLASS __new_CSparseSpatialSampleStringKernel},
1814 {"HistogramWordStringKernel", SHOGUN_BASIC_CLASS __new_CHistogramWordStringKernel},
1815 {"LocalAlignmentStringKernel", SHOGUN_BASIC_CLASS __new_CLocalAlignmentStringKernel},
1816 {"PolyMatchStringKernel", SHOGUN_BASIC_CLASS __new_CPolyMatchStringKernel},
1817 {"RegulatoryModulesStringKernel", SHOGUN_BASIC_CLASS __new_CRegulatoryModulesStringKernel},
1818 {"WeightedCommWordStringKernel", SHOGUN_BASIC_CLASS __new_CWeightedCommWordStringKernel},
1819 {"WeightedDegreeStringKernel", SHOGUN_BASIC_CLASS __new_CWeightedDegreeStringKernel},
1820 {"FixedDegreeStringKernel", SHOGUN_BASIC_CLASS __new_CFixedDegreeStringKernel},
1821 {"SNPStringKernel", SHOGUN_BASIC_CLASS __new_CSNPStringKernel},
1822 {"CommUlongStringKernel", SHOGUN_BASIC_CLASS __new_CCommUlongStringKernel},
1823 {"WeightedDegreePositionStringKernel", SHOGUN_BASIC_CLASS __new_CWeightedDegreePositionStringKernel},
1824 {"LinearStringKernel", SHOGUN_BASIC_CLASS __new_CLinearStringKernel},
1825 {"LocalityImprovedStringKernel", SHOGUN_BASIC_CLASS __new_CLocalityImprovedStringKernel},
1826 {"DistantSegmentsKernel", SHOGUN_BASIC_CLASS __new_CDistantSegmentsKernel},
1827 {"SimpleLocalityImprovedStringKernel", SHOGUN_BASIC_CLASS __new_CSimpleLocalityImprovedStringKernel},
1828 {"SubsequenceStringKernel", SHOGUN_BASIC_CLASS __new_CSubsequenceStringKernel},
1829 {"OligoStringKernel", SHOGUN_BASIC_CLASS __new_COligoStringKernel},
1830 {"SpectrumRBFKernel", SHOGUN_BASIC_CLASS __new_CSpectrumRBFKernel},
1831 {"PolyMatchWordStringKernel", SHOGUN_BASIC_CLASS __new_CPolyMatchWordStringKernel},
1832 {"CommWordStringKernel", SHOGUN_BASIC_CLASS __new_CCommWordStringKernel},
1833 {"MatchWordStringKernel", SHOGUN_BASIC_CLASS __new_CMatchWordStringKernel},
1834 {"SalzbergWordStringKernel", SHOGUN_BASIC_CLASS __new_CSalzbergWordStringKernel},
1835 {"SphericalKernel", SHOGUN_BASIC_CLASS __new_CSphericalKernel},
1836 {"WaveletKernel", SHOGUN_BASIC_CLASS __new_CWaveletKernel},
1837 {"GaussianKernel", SHOGUN_BASIC_CLASS __new_CGaussianKernel},
1838 {"DistanceKernel", SHOGUN_BASIC_CLASS __new_CDistanceKernel},
1839 {"SigmoidKernel", SHOGUN_BASIC_CLASS __new_CSigmoidKernel},
1840 {"LinearARDKernel", SHOGUN_BASIC_CLASS __new_CLinearARDKernel},
1841 {"MultiquadricKernel", SHOGUN_BASIC_CLASS __new_CMultiquadricKernel},
1842 {"CombinedKernel", SHOGUN_BASIC_CLASS __new_CCombinedKernel},
1843 {"CustomKernel", SHOGUN_BASIC_CLASS __new_CCustomKernel},
1844 {"PolyKernel", SHOGUN_BASIC_CLASS __new_CPolyKernel},
1845 {"DiagKernel", SHOGUN_BASIC_CLASS __new_CDiagKernel},
1846 {"LinearKernel", SHOGUN_BASIC_CLASS __new_CLinearKernel},
1847 {"CauchyKernel", SHOGUN_BASIC_CLASS __new_CCauchyKernel},
1848 {"RegressionLabels", SHOGUN_BASIC_CLASS __new_CRegressionLabels},
1849 {"LabelsFactory", SHOGUN_BASIC_CLASS __new_CLabelsFactory},
1850 {"FactorGraphObservation", SHOGUN_BASIC_CLASS __new_CFactorGraphObservation},
1851 {"FactorGraphLabels", SHOGUN_BASIC_CLASS __new_CFactorGraphLabels},
1852 {"MulticlassLabels", SHOGUN_BASIC_CLASS __new_CMulticlassLabels},
1853 {"LatentLabels", SHOGUN_BASIC_CLASS __new_CLatentLabels},
1854 {"BinaryLabels", SHOGUN_BASIC_CLASS __new_CBinaryLabels},
1855 {"MultilabelLabels", SHOGUN_BASIC_CLASS __new_CMultilabelLabels},
1856 {"StructuredLabels", SHOGUN_BASIC_CLASS __new_CStructuredLabels},
1858 {"LaRank", SHOGUN_BASIC_CLASS __new_CLaRank},
1859 {"MulticlassLibSVM", SHOGUN_BASIC_CLASS __new_CMulticlassLibSVM},
1860 {"ScatterSVM", SHOGUN_BASIC_CLASS __new_CScatterSVM},
1861 {"MulticlassSVM", SHOGUN_BASIC_CLASS __new_CMulticlassSVM},
1862 {"ShareBoost", SHOGUN_BASIC_CLASS __new_CShareBoost},
1863 {"GaussianNaiveBayes", SHOGUN_BASIC_CLASS __new_CGaussianNaiveBayes},
1864 {"MulticlassOneVsOneStrategy", SHOGUN_BASIC_CLASS __new_CMulticlassOneVsOneStrategy},
1865 {"ECOCOVREncoder", SHOGUN_BASIC_CLASS __new_CECOCOVREncoder},
1866 {"ECOCOVOEncoder", SHOGUN_BASIC_CLASS __new_CECOCOVOEncoder},
1867 {"ECOCEDDecoder", SHOGUN_BASIC_CLASS __new_CECOCEDDecoder},
1868 {"ECOCHDDecoder", SHOGUN_BASIC_CLASS __new_CECOCHDDecoder},
1869 {"ECOCRandomDenseEncoder", SHOGUN_BASIC_CLASS __new_CECOCRandomDenseEncoder},
1870 {"ECOCAEDDecoder", SHOGUN_BASIC_CLASS __new_CECOCAEDDecoder},
1871 {"ECOCDiscriminantEncoder", SHOGUN_BASIC_CLASS __new_CECOCDiscriminantEncoder},
1872 {"ECOCLLBDecoder", SHOGUN_BASIC_CLASS __new_CECOCLLBDecoder},
1873 {"ECOCRandomSparseEncoder", SHOGUN_BASIC_CLASS __new_CECOCRandomSparseEncoder},
1874 {"ECOCStrategy", SHOGUN_BASIC_CLASS __new_CECOCStrategy},
1875 {"ECOCForestEncoder", SHOGUN_BASIC_CLASS __new_CECOCForestEncoder},
1876 {"ECOCIHDDecoder", SHOGUN_BASIC_CLASS __new_CECOCIHDDecoder},
1877 {"MulticlassOCAS", SHOGUN_BASIC_CLASS __new_CMulticlassOCAS},
1878 {"GMNPSVM", SHOGUN_BASIC_CLASS __new_CGMNPSVM},
1879 {"MCLDA", SHOGUN_BASIC_CLASS __new_CMCLDA},
1880 {"ThresholdRejectionStrategy", SHOGUN_BASIC_CLASS __new_CThresholdRejectionStrategy},
1881 {"DixonQTestRejectionStrategy", SHOGUN_BASIC_CLASS __new_CDixonQTestRejectionStrategy},
1882 {"MulticlassLogisticRegression", SHOGUN_BASIC_CLASS __new_CMulticlassLogisticRegression},
1883 {"MulticlassOneVsRestStrategy", SHOGUN_BASIC_CLASS __new_CMulticlassOneVsRestStrategy},
1884 {"RandomConditionalProbabilityTree", SHOGUN_BASIC_CLASS __new_CRandomConditionalProbabilityTree},
1885 {"ID3ClassifierTree", SHOGUN_BASIC_CLASS __new_CID3ClassifierTree},
1886 {"RelaxedTree", SHOGUN_BASIC_CLASS __new_CRelaxedTree},
1887 {"BalancedConditionalProbabilityTree", SHOGUN_BASIC_CLASS __new_CBalancedConditionalProbabilityTree},
1888 {"MulticlassLibLinear", SHOGUN_BASIC_CLASS __new_CMulticlassLibLinear},
1889 {"MulticlassTreeGuidedLogisticRegression", SHOGUN_BASIC_CLASS __new_CMulticlassTreeGuidedLogisticRegression},
1891 {"GMNPLib", SHOGUN_BASIC_CLASS __new_CGMNPLib},
1892 {"Gaussian", SHOGUN_BASIC_CLASS __new_CGaussian},
1893 {"Histogram", SHOGUN_BASIC_CLASS __new_CHistogram},
1895 {"PositionalPWM", SHOGUN_BASIC_CLASS __new_CPositionalPWM},
1896 {"GaussianDistribution", SHOGUN_BASIC_CLASS __new_CGaussianDistribution},
1898 {"LinearHMM", SHOGUN_BASIC_CLASS __new_CLinearHMM},
1900 {"SegmentLoss", SHOGUN_BASIC_CLASS __new_CSegmentLoss},
1901 {"CCSOSVM", SHOGUN_BASIC_CLASS __new_CCCSOSVM},
1902 {"DisjointSet", SHOGUN_BASIC_CLASS __new_CDisjointSet},
1903 {"PlifArray", SHOGUN_BASIC_CLASS __new_CPlifArray},
1904 {"FactorGraphModel", SHOGUN_BASIC_CLASS __new_CFactorGraphModel},
1905 {"TwoStateModel", SHOGUN_BASIC_CLASS __new_CTwoStateModel},
1906 {"IntronList", SHOGUN_BASIC_CLASS __new_CIntronList},
1907 {"StochasticSOSVM", SHOGUN_BASIC_CLASS __new_CStochasticSOSVM},
1908 {"PlifMatrix", SHOGUN_BASIC_CLASS __new_CPlifMatrix},
1909 {"MulticlassModel", SHOGUN_BASIC_CLASS __new_CMulticlassModel},
1910 {"Sequence", SHOGUN_BASIC_CLASS __new_CSequence},
1911 {"SequenceLabels", SHOGUN_BASIC_CLASS __new_CSequenceLabels},
1912 {"MulticlassSOLabels", SHOGUN_BASIC_CLASS __new_CMulticlassSOLabels},
1913 {"SOSVMHelper", SHOGUN_BASIC_CLASS __new_CSOSVMHelper},
1914 {"DynProg", SHOGUN_BASIC_CLASS __new_CDynProg},
1915 {"MAPInference", SHOGUN_BASIC_CLASS __new_CMAPInference},
1916 {"DualLibQPBMSOSVM", SHOGUN_BASIC_CLASS __new_CDualLibQPBMSOSVM},
1917 {"HMSVMModel", SHOGUN_BASIC_CLASS __new_CHMSVMModel},
1918 {"FactorDataSource", SHOGUN_BASIC_CLASS __new_CFactorDataSource},
1919 {"Factor", SHOGUN_BASIC_CLASS __new_CFactor},
1920 {"FactorType", SHOGUN_BASIC_CLASS __new_CFactorType},
1921 {"TableFactorType", SHOGUN_BASIC_CLASS __new_CTableFactorType},
1922 {"FactorGraph", SHOGUN_BASIC_CLASS __new_CFactorGraph},
1924 {"KernelMachine", SHOGUN_BASIC_CLASS __new_CKernelMachine},
1925 {"OnlineLinearMachine", SHOGUN_BASIC_CLASS __new_COnlineLinearMachine},
1926 {"Machine", SHOGUN_BASIC_CLASS __new_CMachine},
1927 {"LinearMachine", SHOGUN_BASIC_CLASS __new_CLinearMachine},
1928 {"LinearMulticlassMachine", SHOGUN_BASIC_CLASS __new_CLinearMulticlassMachine},
1929 {"BaseMulticlassMachine", SHOGUN_BASIC_CLASS __new_CBaseMulticlassMachine},
1930 {"DistanceMachine", SHOGUN_BASIC_CLASS __new_CDistanceMachine},
1931 {"LinearStructuredOutputMachine", SHOGUN_BASIC_CLASS __new_CLinearStructuredOutputMachine},
1932 {"BaggingMachine", SHOGUN_BASIC_CLASS __new_CBaggingMachine},
1933 {"NativeMulticlassMachine", SHOGUN_BASIC_CLASS __new_CNativeMulticlassMachine},
1934 {"KernelMulticlassMachine", SHOGUN_BASIC_CLASS __new_CKernelMulticlassMachine},
1935 {"StructuredOutputMachine", SHOGUN_BASIC_CLASS __new_CStructuredOutputMachine},
1936 {"GaussianProcessMachine", SHOGUN_BASIC_CLASS __new_CGaussianProcessMachine},
1937 {"KernelStructuredOutputMachine", SHOGUN_BASIC_CLASS __new_CKernelStructuredOutputMachine},
1938 {"ExactInferenceMethod", SHOGUN_BASIC_CLASS __new_CExactInferenceMethod},
1939 {"LogitPiecewiseBoundLikelihood", SHOGUN_BASIC_CLASS __new_CLogitPiecewiseBoundLikelihood},
1940 {"ProbitLikelihood", SHOGUN_BASIC_CLASS __new_CProbitLikelihood},
1941 {"GaussianLikelihood", SHOGUN_BASIC_CLASS __new_CGaussianLikelihood},
1942 {"StudentsTLikelihood", SHOGUN_BASIC_CLASS __new_CStudentsTLikelihood},
1943 {"LaplacianInferenceMethod", SHOGUN_BASIC_CLASS __new_CLaplacianInferenceMethod},
1944 {"EPInferenceMethod", SHOGUN_BASIC_CLASS __new_CEPInferenceMethod},
1945 {"LogitLikelihood", SHOGUN_BASIC_CLASS __new_CLogitLikelihood},
1946 {"FITCInferenceMethod", SHOGUN_BASIC_CLASS __new_CFITCInferenceMethod},
1947 {"ZeroMean", SHOGUN_BASIC_CLASS __new_CZeroMean},
1948 {"SoftMaxLikelihood", SHOGUN_BASIC_CLASS __new_CSoftMaxLikelihood},
1949 {"LaplacianInferenceMethodWithLBFGS", SHOGUN_BASIC_CLASS __new_CLaplacianInferenceMethodWithLBFGS},
1950 {"GUIFeatures", SHOGUN_BASIC_CLASS __new_CGUIFeatures},
1951 {"GUITime", SHOGUN_BASIC_CLASS __new_CGUITime},
1952 {"GUIHMM", SHOGUN_BASIC_CLASS __new_CGUIHMM},
1953 {"GUIDistance", SHOGUN_BASIC_CLASS __new_CGUIDistance},
1954 {"GUIClassifier", SHOGUN_BASIC_CLASS __new_CGUIClassifier},
1955 {"GUIPluginEstimate", SHOGUN_BASIC_CLASS __new_CGUIPluginEstimate},
1956 {"GUILabels", SHOGUN_BASIC_CLASS __new_CGUILabels},
1957 {"GUIStructure", SHOGUN_BASIC_CLASS __new_CGUIStructure},
1958 {"GUIMath", SHOGUN_BASIC_CLASS __new_CGUIMath},
1959 {"GUIKernel", SHOGUN_BASIC_CLASS __new_CGUIKernel},
1960 {"GUIPreprocessor", SHOGUN_BASIC_CLASS __new_CGUIPreprocessor},
1961 {"GUIConverter", SHOGUN_BASIC_CLASS __new_CGUIConverter},
1962 {"LeastSquaresRegression", SHOGUN_BASIC_CLASS __new_CLeastSquaresRegression},
1963 {"LinearRidgeRegression", SHOGUN_BASIC_CLASS __new_CLinearRidgeRegression},
1964 {"LeastAngleRegression", SHOGUN_BASIC_CLASS __new_CLeastAngleRegression},
1965 {"KernelRidgeRegression", SHOGUN_BASIC_CLASS __new_CKernelRidgeRegression},
1966 {"GaussianProcessRegression", SHOGUN_BASIC_CLASS __new_CGaussianProcessRegression},
1967 {"SVRLight", SHOGUN_BASIC_CLASS __new_CSVRLight},
1968 {"LibLinearRegression", SHOGUN_BASIC_CLASS __new_CLibLinearRegression},
1969 {"LibSVR", SHOGUN_BASIC_CLASS __new_CLibSVR},
1970 {"MKLRegression", SHOGUN_BASIC_CLASS __new_CMKLRegression},
1971 {"WeightedMajorityVote", SHOGUN_BASIC_CLASS __new_CWeightedMajorityVote},
1972 {"MeanRule", SHOGUN_BASIC_CLASS __new_CMeanRule},
1973 {"MajorityVote", SHOGUN_BASIC_CLASS __new_CMajorityVote},
1975 {"MMDKernelSelectionMedian", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionMedian},
1976 {"LinearTimeMMD", SHOGUN_BASIC_CLASS __new_CLinearTimeMMD},
1977 {"KernelMeanMatching", SHOGUN_BASIC_CLASS __new_CKernelMeanMatching},
1978 {"MMDKernelSelectionOpt", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionOpt},
1979 {"MMDKernelSelectionMax", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionMax},
1980 {"MMDKernelSelectionCombMaxL2", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionCombMaxL2},
1981 {"MMDKernelSelectionCombOpt", SHOGUN_BASIC_CLASS __new_CMMDKernelSelectionCombOpt},
1982 {"QuadraticTimeMMD", SHOGUN_BASIC_CLASS __new_CQuadraticTimeMMD},
1983 {"Compressor", SHOGUN_BASIC_CLASS __new_CCompressor},
1985 {"SerialComputationEngine", SHOGUN_BASIC_CLASS __new_CSerialComputationEngine},
1986 {"JobResult", SHOGUN_BASIC_CLASS __new_CJobResult},
1988 {"IndexBlockGroup", SHOGUN_BASIC_CLASS __new_CIndexBlockGroup},
1989 {"StructuredData", SHOGUN_BASIC_CLASS __new_CStructuredData},
1990 {"IndexBlockTree", SHOGUN_BASIC_CLASS __new_CIndexBlockTree},
1992 {"DynamicObjectArray", SHOGUN_BASIC_CLASS __new_CDynamicObjectArray},
1993 {"BitString", SHOGUN_BASIC_CLASS __new_CBitString},
1994 {"DelimiterTokenizer", SHOGUN_BASIC_CLASS __new_CDelimiterTokenizer},
1995 {"IndexBlock", SHOGUN_BASIC_CLASS __new_CIndexBlock},
1996 {"ListElement", SHOGUN_BASIC_CLASS __new_CListElement},
1998 {"Signal", SHOGUN_BASIC_CLASS __new_CSignal},
1999 {"CircularBuffer", SHOGUN_BASIC_CLASS __new_CCircularBuffer},
2000 {"NGramTokenizer", SHOGUN_BASIC_CLASS __new_CNGramTokenizer},
2001 {"LatentSVM", SHOGUN_BASIC_CLASS __new_CLatentSVM},
2002 {"LatentSOSVM", SHOGUN_BASIC_CLASS __new_CLatentSOSVM},
2004 {"LMNNStatistics", SHOGUN_BASIC_CLASS __new_CLMNNStatistics},
2005 {"SparseInverseCovariance", SHOGUN_BASIC_CLASS __new_CSparseInverseCovariance},
2006 {"DirectEigenSolver", SHOGUN_BASIC_CLASS __new_CDirectEigenSolver},
2007 {"LanczosEigenSolver", SHOGUN_BASIC_CLASS __new_CLanczosEigenSolver},
2008 {"DirectSparseLinearSolver", SHOGUN_BASIC_CLASS __new_CDirectSparseLinearSolver},
2009 {"ConjugateGradientSolver", SHOGUN_BASIC_CLASS __new_CConjugateGradientSolver},
2010 {"DirectLinearSolverComplex", SHOGUN_BASIC_CLASS __new_CDirectLinearSolverComplex},
2011 {"ProbingSampler", SHOGUN_BASIC_CLASS __new_CProbingSampler},
2012 {"NormalSampler", SHOGUN_BASIC_CLASS __new_CNormalSampler},
2013 {"RationalApproximationIndividualJob", SHOGUN_BASIC_CLASS __new_CRationalApproximationIndividualJob},
2014 {"RationalApproximationCGMJob", SHOGUN_BASIC_CLASS __new_CRationalApproximationCGMJob},
2015 {"DenseExactLogJob", SHOGUN_BASIC_CLASS __new_CDenseExactLogJob},
2016 {"IndividualJobResultAggregator", SHOGUN_BASIC_CLASS __new_CIndividualJobResultAggregator},
2017 {"LogDetEstimator", SHOGUN_BASIC_CLASS __new_CLogDetEstimator},
2018 {"LogRationalApproximationIndividual", SHOGUN_BASIC_CLASS __new_CLogRationalApproximationIndividual},
2019 {"DenseMatrixExactLog", SHOGUN_BASIC_CLASS __new_CDenseMatrixExactLog},
2020 {"LogRationalApproximationCGM", SHOGUN_BASIC_CLASS __new_CLogRationalApproximationCGM},
2021 {"Statistics", SHOGUN_BASIC_CLASS __new_CStatistics},
2022 {"Random", SHOGUN_BASIC_CLASS __new_CRandom},
2023 {"JacobiEllipticFunctions", SHOGUN_BASIC_CLASS __new_CJacobiEllipticFunctions},
2024 {"Integration", SHOGUN_BASIC_CLASS __new_CIntegration},
2026 {"QDiag", SHOGUN_BASIC_CLASS __new_CQDiag},
2027 {"UWedge", SHOGUN_BASIC_CLASS __new_CUWedge},
2028 {"JADiag", SHOGUN_BASIC_CLASS __new_CJADiag},
2029 {"FFDiag", SHOGUN_BASIC_CLASS __new_CFFDiag},
2030 {"JediDiag", SHOGUN_BASIC_CLASS __new_CJediDiag},
2031 {"JADiagOrth", SHOGUN_BASIC_CLASS __new_CJADiagOrth},
2032 {"GridSearchModelSelection", SHOGUN_BASIC_CLASS __new_CGridSearchModelSelection},
2033 {"GradientModelSelection", SHOGUN_BASIC_CLASS __new_CGradientModelSelection},
2034 {"ParameterCombination", SHOGUN_BASIC_CLASS __new_CParameterCombination},
2035 {"ModelSelectionParameters", SHOGUN_BASIC_CLASS __new_CModelSelectionParameters},
2036 {"RandomSearchModelSelection", SHOGUN_BASIC_CLASS __new_CRandomSearchModelSelection},
2037 {"HessianLocallyLinearEmbedding", SHOGUN_BASIC_CLASS __new_CHessianLocallyLinearEmbedding},
2038 {"LocallyLinearEmbedding", SHOGUN_BASIC_CLASS __new_CLocallyLinearEmbedding},
2039 {"LaplacianEigenmaps", SHOGUN_BASIC_CLASS __new_CLaplacianEigenmaps},
2040 {"TDistributedStochasticNeighborEmbedding", SHOGUN_BASIC_CLASS __new_CTDistributedStochasticNeighborEmbedding},
2041 {"LocalTangentSpaceAlignment", SHOGUN_BASIC_CLASS __new_CLocalTangentSpaceAlignment},
2042 {"MultidimensionalScaling", SHOGUN_BASIC_CLASS __new_CMultidimensionalScaling},
2043 {"KernelLocallyLinearEmbedding", SHOGUN_BASIC_CLASS __new_CKernelLocallyLinearEmbedding},
2044 {"LocalityPreservingProjections", SHOGUN_BASIC_CLASS __new_CLocalityPreservingProjections},
2046 {"FFSep", SHOGUN_BASIC_CLASS __new_CFFSep},
2047 {"FastICA", SHOGUN_BASIC_CLASS __new_CFastICA},
2048 {"JediSep", SHOGUN_BASIC_CLASS __new_CJediSep},
2049 {"UWedgeSep", SHOGUN_BASIC_CLASS __new_CUWedgeSep},
2051 {"Isomap", SHOGUN_BASIC_CLASS __new_CIsomap},
2052 {"DiffusionMaps", SHOGUN_BASIC_CLASS __new_CDiffusionMaps},
2053 {"LinearLocalTangentSpaceAlignment", SHOGUN_BASIC_CLASS __new_CLinearLocalTangentSpaceAlignment},
2054 {"ManifoldSculpting", SHOGUN_BASIC_CLASS __new_CManifoldSculpting},
2055 {"FactorAnalysis", SHOGUN_BASIC_CLASS __new_CFactorAnalysis},
2056 {"NeighborhoodPreservingEmbedding", SHOGUN_BASIC_CLASS __new_CNeighborhoodPreservingEmbedding},
2057 {"StochasticProximityEmbedding", SHOGUN_BASIC_CLASS __new_CStochasticProximityEmbedding},
2058 {"HashedDocConverter", SHOGUN_BASIC_CLASS __new_CHashedDocConverter},
2059 {"AveragedPerceptron", SHOGUN_BASIC_CLASS __new_CAveragedPerceptron},
2060 {"Perceptron", SHOGUN_BASIC_CLASS __new_CPerceptron},
2061 {"FeatureBlockLogisticRegression", SHOGUN_BASIC_CLASS __new_CFeatureBlockLogisticRegression},
2062 {"PluginEstimate", SHOGUN_BASIC_CLASS __new_CPluginEstimate},
2063 {"MKLMulticlass", SHOGUN_BASIC_CLASS __new_CMKLMulticlass},
2064 {"MKLOneClass", SHOGUN_BASIC_CLASS __new_CMKLOneClass},
2065 {"MKLClassification", SHOGUN_BASIC_CLASS __new_CMKLClassification},
2066 {"GaussianProcessBinaryClassification", SHOGUN_BASIC_CLASS __new_CGaussianProcessBinaryClassification},
2067 {"VowpalWabbit", SHOGUN_BASIC_CLASS __new_CVowpalWabbit},
2068 {"VwAdaptiveLearner", SHOGUN_BASIC_CLASS __new_CVwAdaptiveLearner},
2069 {"VwNonAdaptiveLearner", SHOGUN_BASIC_CLASS __new_CVwNonAdaptiveLearner},
2070 {"VwRegressor", SHOGUN_BASIC_CLASS __new_CVwRegressor},
2071 {"VwNativeCacheReader", SHOGUN_BASIC_CLASS __new_CVwNativeCacheReader},
2072 {"VwNativeCacheWriter", SHOGUN_BASIC_CLASS __new_CVwNativeCacheWriter},
2073 {"VwEnvironment", SHOGUN_BASIC_CLASS __new_CVwEnvironment},
2074 {"VwParser", SHOGUN_BASIC_CLASS __new_CVwParser},
2075 {"NearestCentroid", SHOGUN_BASIC_CLASS __new_CNearestCentroid},
2076 {"GPBTSVM", SHOGUN_BASIC_CLASS __new_CGPBTSVM},
2077 {"SGDQN", SHOGUN_BASIC_CLASS __new_CSGDQN},
2078 {"GNPPSVM", SHOGUN_BASIC_CLASS __new_CGNPPSVM},
2080 {"LibLinear", SHOGUN_BASIC_CLASS __new_CLibLinear},
2081 {"GNPPLib", SHOGUN_BASIC_CLASS __new_CGNPPLib},
2082 {"LibSVM", SHOGUN_BASIC_CLASS __new_CLibSVM},
2083 {"MPDSVM", SHOGUN_BASIC_CLASS __new_CMPDSVM},
2084 {"WDSVMOcas", SHOGUN_BASIC_CLASS __new_CWDSVMOcas},
2085 {"OnlineLibLinear", SHOGUN_BASIC_CLASS __new_COnlineLibLinear},
2086 {"SVMLight", SHOGUN_BASIC_CLASS __new_CSVMLight},
2087 {"QPBSVMLib", SHOGUN_BASIC_CLASS __new_CQPBSVMLib},
2088 {"NewtonSVM", SHOGUN_BASIC_CLASS __new_CNewtonSVM},
2089 {"SVMLin", SHOGUN_BASIC_CLASS __new_CSVMLin},
2090 {"SVMSGD", SHOGUN_BASIC_CLASS __new_CSVMSGD},
2091 {"LibSVMOneClass", SHOGUN_BASIC_CLASS __new_CLibSVMOneClass},
2092 {"SVMLightOneClass", SHOGUN_BASIC_CLASS __new_CSVMLightOneClass},
2093 {"OnlineSVMSGD", SHOGUN_BASIC_CLASS __new_COnlineSVMSGD},
2094 {"SVMOcas", SHOGUN_BASIC_CLASS __new_CSVMOcas},
2096 {"LogLoss", SHOGUN_BASIC_CLASS __new_CLogLoss},
2097 {"HingeLoss", SHOGUN_BASIC_CLASS __new_CHingeLoss},
2098 {"SquaredHingeLoss", SHOGUN_BASIC_CLASS __new_CSquaredHingeLoss},
2099 {"SquaredLoss", SHOGUN_BASIC_CLASS __new_CSquaredLoss},
2100 {"LogLossMargin", SHOGUN_BASIC_CLASS __new_CLogLossMargin},
2101 {"SmoothHingeLoss", SHOGUN_BASIC_CLASS __new_CSmoothHingeLoss},
2102 {"DecompressString", SHOGUN_TEMPLATE_CLASS __new_CDecompressString},
2103 {"StringFeatures", SHOGUN_TEMPLATE_CLASS __new_CStringFeatures},
2104 {"DenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CDenseFeatures},
2105 {"StreamingHashedDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingHashedDenseFeatures},
2106 {"StreamingDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingDenseFeatures},
2107 {"StreamingStringFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingStringFeatures},
2108 {"StreamingHashedSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingHashedSparseFeatures},
2109 {"StreamingSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingSparseFeatures},
2110 {"MatrixFeatures", SHOGUN_TEMPLATE_CLASS __new_CMatrixFeatures},
2111 {"SparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CSparseFeatures},
2112 {"StringFileFeatures", SHOGUN_TEMPLATE_CLASS __new_CStringFileFeatures},
2113 {"HashedDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CHashedDenseFeatures},
2114 {"HashedSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CHashedSparseFeatures},
2115 {"DenseSubsetFeatures", SHOGUN_TEMPLATE_CLASS __new_CDenseSubsetFeatures},
2116 {"BinaryStream", SHOGUN_TEMPLATE_CLASS __new_CBinaryStream},
2118 {"StreamingFileFromSparseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingFileFromSparseFeatures},
2119 {"ParseBuffer", SHOGUN_TEMPLATE_CLASS __new_CParseBuffer},
2120 {"StreamingFileFromDenseFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingFileFromDenseFeatures},
2121 {"StreamingFileFromStringFeatures", SHOGUN_TEMPLATE_CLASS __new_CStreamingFileFromStringFeatures},
2122 {"MemoryMappedFile", SHOGUN_TEMPLATE_CLASS __new_CMemoryMappedFile},
2123 {"TreeMachine", SHOGUN_TEMPLATE_CLASS __new_CTreeMachine},
2126 {"DynamicArray", SHOGUN_TEMPLATE_CLASS __new_CDynamicArray},
2127 {"StoreScalarAggregator", SHOGUN_TEMPLATE_CLASS __new_CStoreScalarAggregator},
2128 {"ScalarResult", SHOGUN_TEMPLATE_CLASS __new_CScalarResult},
2129 {"VectorResult", SHOGUN_TEMPLATE_CLASS __new_CVectorResult},
2130 {"SparseMatrixOperator", SHOGUN_TEMPLATE_CLASS __new_CSparseMatrixOperator},
2131 {"DenseMatrixOperator", SHOGUN_TEMPLATE_CLASS __new_CDenseMatrixOperator}, {NULL, NULL}
2132 };
2133 
2134 CSGObject* shogun::new_sgserializable(const char* sgserializable_name,
2135  EPrimitiveType generic)
2136 {
2137  for (class_list_entry_t* i=class_list; i->m_class_name != NULL;
2138  i++)
2139  {
2140  if (strncmp(i->m_class_name, sgserializable_name, STRING_LEN) == 0)
2141  return i->m_new_sgserializable(generic);
2142  }
2143 
2144  return NULL;
2145 }

SHOGUN Machine Learning Toolbox - Documentation