OneClassSVM.h

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#ifndef ONECLASSSVM_H_
#define ONECLASSSVM_H_

#include "AbstractSVM.h"
#include "svm.h"
#include <cstdlib>

namespace damina
{

        class OneClassSVM : public damina::AbstractSVM
        {
                private:

                        struct svm_problem *problem;            
                        
                        struct svm_model *model;
                        
                        virtual void trainingSetToProblem();
                                
                public:
                        virtual void setNU(double);
                        virtual double getNU();
                        
                        virtual void learn();
                        virtual void learn(DataSet *);
                        virtual void learn(struct svm_problem *);
                        
                        virtual void classify();
                        virtual void classify(DataSet *);
                        
                        virtual void setProblem(struct svm_problem *);
                        virtual struct svm_problem *getProblem();
                        
                        virtual void setTrainingSet(DataSet *);
                        
                        virtual struct svm_model *getModel();
                        
                
                        OneClassSVM();
                        OneClassSVM(DataSet *);
                        OneClassSVM(struct svm_problem *);
                        virtual ~OneClassSVM();
        };

}

#endif /*ONECLASSSVM_H_*/

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