internal SVM() { modelDenial = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Denial.dat"); modelRepression = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Repression.dat"); modelRegression = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Regression.dat"); modelCompensation = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Compensation.dat"); modelProjection = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Projection.dat"); modelDisplacement = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Displacement.dat"); modelRationalization = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Rationalization.dat"); modelReactionFormation = Serializer.Load <MulticlassSupportVectorMachine <Linear> >(@"Models\Reaction Formation.dat"); TFIDF.TryLoadVocabulary(); }