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#ifndef ECF_CARTESIAN_MULTIPLECLASSEVALOP_H

#define ECF_CARTESIAN_MULTIPLECLASSEVALOP_H

#include <ECF.h>

#include <ECF_macro.h>

#include <EvaluateOp.h>


#include <string>

#include <vector>

typedef std::pair<std::vector<std::vector<double> > , std::vector<uint> > PairAllFeaturesAllLabels;

class MultipleClassEvalOp : public EvaluateOp{

private:

    std::vector<std::vector<double> > trainingInput;

    std::vector<uint> trainingOutputs;

    std::vector<std::vector<double> > testingInput;

    std::vector<uint> testingOutputs;

    std::string measureUsed;

    double softTargetBeta;

    double softTargetGamma;

    uint numberOfDifferentClasses;

    bool leadsWithId;

    bool softTarget;

public:

    MultipleClassEvalOp(){leadsWithId = false; softTarget = false;};

    void registerParameters(StateP stateP);

    bool initialize(StateP stateP);

    FitnessP evaluate(IndividualP individual);

};


#endif //ECF_CARTESIAN_MULTIPLECLASSEVALOP_H

EvaluateOp
Evaluation base class.
Definition: EvaluateOp.h:17

MultipleClassEvalOp
Definition: MultipleClassEvalOp.h:10

MultipleClassEvalOp::initialize
bool initialize(StateP stateP)
Initialize the evaluator. Called before first evaluation occurs.
Definition: MultipleClassEvalOp.cpp:16

MultipleClassEvalOp::registerParameters
void registerParameters(StateP stateP)
Register evaluator parameters. Called before EvaluateOp::initialize method.
Definition: MultipleClassEvalOp.cpp:8

MultipleClassEvalOp::evaluate
FitnessP evaluate(IndividualP individual)
Evaluate a single individual. Method must create and return a Fitness object.
Definition: MultipleClassEvalOp.cpp:99