private float NormalizePercent(float error, Мeasures status)
{
var averageError = averageErrorEuclidean;
if (status == Мeasures.PearsonCorrelativity)
averageError = averageErrorPearson;
if (error > averageError * 1.5F)
{
error = averageError * 1.5F;
PredictedValue = (error * RealValue) / 100 + RealValue;
}
else if (error < averageError * 0.1F)
{
error = averageError * 0.1F;
PredictedValue = (error * RealValue) / 100 + RealValue;
}
return error;
}
public float CalculatePercentOfSuccess(Мeasures status)
{
float error = Math.Abs((PredictedValue - RealValue) / RealValue) * 100;
error=NormalizePercent(error,status);
return 100 - error;
}
