RegressionSample.h

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#ifndef GRT_REGRESSION_SAMPLE_HEADER
#define GRT_REGRESSION_SAMPLE_HEADER

#include "../Util/GRTCommon.h"

GRT_BEGIN_NAMESPACE

class GRT_API RegressionSample{
public:
 RegressionSample();
 RegressionSample(const VectorFloat &inputVector,const VectorFloat &targetVector);
 RegressionSample(const RegressionSample &rhs);
 ~RegressionSample();

 RegressionSample& operator= (const RegressionSample &rhs){
  if( this != &rhs){
   this->inputVector = rhs.inputVector;
   this->targetVector = rhs.targetVector;
  }
  return *this;
 }
 
 
 static bool sortByInputVectorAscending(const RegressionSample &a,const RegressionSample &b){
        return a.inputVector < b.inputVector;
    }

    static bool sortByInputVectorDescending(const RegressionSample &a,const RegressionSample &b){
        return a.inputVector > b.inputVector;
    }

 void clear();
 void set(const VectorFloat &inputVector,const VectorFloat &targetVector);

    UINT getNumInputDimensions() const;
    UINT getNumTargetDimensions() const;
    Float getInputVectorValue(const UINT index) const;
    Float getTargetVectorValue(const UINT index) const;
    const VectorFloat& getInputVector() const;
    const VectorFloat& getTargetVector() const;

private:
 VectorFloat inputVector;
 VectorFloat targetVector;
};

GRT_END_NAMESPACE

#endif //GRT_REGRESSION_SAMPLE_HEADER