public int ClosestClassifier()
{
int [] errorScores = new int[3];
for (int n = 0; n <= 2; n++)
{
int currentError = 0;
for (int h = 0; h < 1023; h++)
{
currentError = currentError + Math.Abs(learnedHistograms[3][h] - learnedHistograms[n][h]);
}
errorScores[n] = currentError;
TraceMessages.AddMessage($"Comparison with case {n} yields error score of {currentError}");
}
int minIndex = Array.IndexOf(errorScores, errorScores.Min());
return(minIndex);
}
public void ShowHistogram(int classifier)
{
int[] histogramToShow;
if (classifier == -1)
{
histogramToShow = histogramToClassify;
}
else
{
histogramToShow = learnedHistograms[classifier];
}
TraceMessages.AddMessage($"Showing classifier for {classifier}");
for (int i = 0; i < histogramToShow.Length; i++)
{
if (histogramToShow[i] != 0)
{
TraceMessages.AddMessage($"{i} = {histogramToShow[i]}");
}
}
}