|| || || || || || || ||

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Classifier.h

Go to the documentation of this file.

#ifndef Impala_Core_Training_Classifier_h
#define Impala_Core_Training_Classifier_h

#include "Util/PropertySet.h"
#include "Core/Table/SimilarityTableSet.h"
#include "Core/Table/ScoreTable.h"

namespace Impala
{
namespace Core
{
namespace Training
{

class TrainDataSrc;

class Classifier
{
public:
    virtual ~Classifier()
    {
    }

    virtual void Train(Util::PropertySet* properties, TrainDataSrc* data) = 0;

    // testing / evaluation
    virtual Table::ScoreTable* Predict(TrainDataSrc* data) = 0;

    // I/O
    virtual void LoadModel(const std::string& name, Util::Database* db) = 0;
    virtual void SaveModel(const std::string& name, Util::Database* db) = 0;
};


}//namespace Core
}//namespace Training
}//namespace Impala

#endif

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