public static WheatSeedSpecies EstimateSpecie(double[] typeProbabilities, double certaintyThreshold = defaultCertaintyThreshold)
{
WheatSeedSpecies result = WheatSeedSpecies.Unknown;
if (typeProbabilities[0] > certaintyThreshold) //Assumed to be this type
{
if (result == WheatSeedSpecies.Unknown)
{
result = WheatSeedSpecies.Kama;
}
else
{
return(WheatSeedSpecies.Unknown); //It was classified already as another type. It can't define between types!
}
}
if (typeProbabilities[1] > certaintyThreshold) //Assumed to be this type
{
if (result == WheatSeedSpecies.Unknown)
{
result = WheatSeedSpecies.Rosa;
}
else
{
return(WheatSeedSpecies.Unknown); //It was classified already as another type. It can't define between types!
}
}
if (typeProbabilities[2] > certaintyThreshold) //Assumed to be this type
{
if (result == WheatSeedSpecies.Unknown)
{
result = WheatSeedSpecies.Canadian;
}
else
{
return(WheatSeedSpecies.Unknown); //It was classified already as another type. It can't define between types!
}
}
return(result);
}
internal static bool IsUnknownType(WheatSeedSpecies type)
{
return(type == WheatSeed.WheatSeedSpecies.Unknown);
}
public WheatSeed(double area, double perimeter, double compactness, double lengthOfKernel, double widthOfKernel, double asymetryCoefficient, double lengthOfKernelGroove, WheatSeedSpecies species)
{
Inputs.Add(area);
Inputs.Add(perimeter);
Inputs.Add(compactness);
Inputs.Add(lengthOfKernel);
Inputs.Add(widthOfKernel);
Inputs.Add(asymetryCoefficient);
Inputs.Add(lengthOfKernelGroove);
double[] speciesMappedValues = new double[3];//Kama,Rosa & Canadian
speciesMappedValues[0] = Convert.ToDouble(species == WheatSeedSpecies.Kama);
speciesMappedValues[1] = Convert.ToDouble(species == WheatSeedSpecies.Rosa);
speciesMappedValues[2] = Convert.ToDouble(species == WheatSeedSpecies.Canadian);
Outputs.AddRange(speciesMappedValues);
}
