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

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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;

    // Only needed for Svm, but the boundary with Svm is not clear anyway...
    virtual void
    OverrideModelOptions(Util::PropertySet* properties)
    {
    }

};


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

#endif

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