measures.h

#ifndef ECF_CARTESIAN_MEASURES_H
#define ECF_CARTESIAN_MEASURES_H
#include <vector>
#include <string>
namespace utility
{
    typedef unsigned int uint;
 
    double accuracy(int TP, int TN, int FP, int FN, int numberOfClasses, int alpha = 1);
 
    double error(int TP, int TN, int FP, int FN, int numberOfClasses, int alpha = 1);
 
    double precision(int TP, int FP, int numberOfClasses, int alpha = 1);
 
    double sensitivity(int TP, int FN, int numberOfClasses, int alpha = 1);
 
    double fallout(int FP, int TN, int numberOfClasses, int alpha = 1);
 
    double specificity(int TN, int FP, int numberOfClasses, int alpha = 1);
 
    double F1(int TP, int FP, int FN, int numberOfClasses, int alpha = 1);
 
    double FBeta(int TP, int FP, int FN, double beta, int numberOfClasses, int alpha = 1);
 
    double returnConfusionMatrixResult(const std::vector<std::vector<uint> >& confusionMatrix, uint size,
                                       const std::string& measureUsed, int alpha = 1);
 
    double meanSquareError(const std::vector<double>& trueOutput, const std::vector<double>& calculatedOutput);
 
    double rootMeanSquareError(const std::vector<double>& trueOutput, const std::vector<double>& calculatedOutput);
}
#endif //ECF_CARTESIAN_MEASURES_H