private void buttonReset_Click(object sender, EventArgs e)
{
this.expectationMaximization = new ExpectationMaximization(_digitData[_currentDigit].Width * _digitData[_currentDigit].Height, _digitData);
clusterImage1.BackgroundImage = null;
clusterImage2.BackgroundImage = null;
clusterImage3.BackgroundImage = null;
clusterImage4.BackgroundImage = null;
}
private void buttonLoadData_Click(object sender, EventArgs e)
{
_digitData = DataParser.ParseDigitData(DATA_FOLDER_LOCATION + IMAGES_FILE_NAME, DATA_FOLDER_LOCATION + LABELS_FILE_NAME);
int[] digitCounts = new int[4];
List <DigitData> subsampledDigitData = new List <DigitData>();
foreach (DigitData digitData in _digitData)
{
if (digitCounts[digitData.Label] < 500)
{
subsampledDigitData.Add(digitData);
digitCounts[digitData.Label]++;
}
}
_digitData = subsampledDigitData;
this.OnDataLoad();
_currentDigit = 0;
this.DisplayTrainingDigit();
this.expectationMaximization = new ExpectationMaximization(_digitData[_currentDigit].Width * _digitData[_currentDigit].Height, _digitData);
}
