public static IrisSpecies EstimateSpecie(double[] typeProbabilities, double certaintyThreshold = defaultCertaintyThreshold)
{
IrisFlower.IrisSpecies result = IrisFlower.IrisSpecies.Unknown;
if (typeProbabilities[0] > certaintyThreshold) //Assumed to be this type
{
if (result == IrisSpecies.Unknown)
{
result = IrisSpecies.Setosa;
}
else
{
return(IrisSpecies.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 == IrisSpecies.Unknown)
{
result = IrisSpecies.Versicolor;
}
else
{
return(IrisSpecies.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 == IrisSpecies.Unknown)
{
result = IrisSpecies.Virginica;
}
else
{
return(IrisSpecies.Unknown); //It was classified already as another type. It can't define between types!
}
}
return(result);
}
public static bool IsUnknownType(IrisFlower.IrisSpecies type)
{
return(type == IrisFlower.IrisSpecies.Unknown);
}
