svm-experiment.h

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// Copyright 2007, Massachusetts Institute of Technology.
// The use of this code is permitted for research only. There is
// absolutely no warranty for this software.
//
// Author: John Lee (jjl@mit.edu)
//

#ifndef EXPERIMENT_SVM_EXPERIMENT_H
#define EXPERIMENT_SVM_EXPERIMENT_H

#include "experiment/experiment.h"
#include "kernel/kernel-matrix.h"
#include "util/labeled-index.h"
#include "svm/svm.h"

using namespace libpmk;

namespace libpmk_util {


class SVMExperiment : public Experiment {
 public:
   SVMExperiment(vector<LabeledIndex> training,
                 vector<LabeledIndex> testing,
                 const KernelMatrix& kernel,
                 double c);

   SVMExperiment(vector<LabeledIndex> training,
                 const KernelMatrix& training_matrix,
                 vector<LabeledIndex> testing,
                 const Matrix& testing_matrix,
                 double c);

   virtual ~SVMExperiment();

   virtual void Train();
   virtual int Test();

 private:
   struct svm_parameter param_;
   struct svm_model *model_;
};
}  // namespace libpmk_util
#endif  // EXPERIMENT_SVM_EXPERIMENT_H

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