private static void CreateHistogramDataFrame(HistogramData histogramData, List<Metric> metricsList)
{
try
{
for (int i = 0; i < metricsList.Count; i++)
{
if (metricsList[i].GetType() == typeof(SecondTypeErrorProbability))
{
if (histogramData.Contains(metricsList[i].Value, METRIC_TYPE.SECOND_TYPE_ERROR))
histogramData.IncrementMetricAmount(metricsList[i].Value, METRIC_TYPE.SECOND_TYPE_ERROR);
else
histogramData.SecondTypeError.Add(new HistogramDataElement(metricsList[i].Value, 1));
}
else if (metricsList[i].GetType() == typeof(FirstTypeErrorProbability))
{
if (histogramData.Contains(metricsList[i].Value, METRIC_TYPE.FIRST_TYPE_ERROR))
histogramData.IncrementMetricAmount(metricsList[i].Value, METRIC_TYPE.FIRST_TYPE_ERROR);
else
histogramData.FirstTypeError.Add(new HistogramDataElement(metricsList[i].Value, 1));
}
else if (metricsList[i].GetType() == typeof(MissingProbability))
{
if (histogramData.Contains(metricsList[i].Value, METRIC_TYPE.MISSING_ERROR))
histogramData.IncrementMetricAmount(metricsList[i].Value, METRIC_TYPE.MISSING_ERROR);
else
histogramData.MissingTypeError.Add(new HistogramDataElement(metricsList[i].Value, 1));
}
else if (metricsList[i].GetType() == typeof(Precision))
{
if (histogramData.Contains(metricsList[i].Value, METRIC_TYPE.PRECISION))
histogramData.IncrementMetricAmount(metricsList[i].Value, METRIC_TYPE.PRECISION);
else
histogramData.Precision.Add(new HistogramDataElement(metricsList[i].Value, 1));
}
else if (metricsList[i].GetType() == typeof(Recall))
{
if (histogramData.Contains(metricsList[i].Value, METRIC_TYPE.RECALL))
histogramData.IncrementMetricAmount(metricsList[i].Value, METRIC_TYPE.RECALL);
else
histogramData.Recall.Add(new HistogramDataElement(metricsList[i].Value, 1));
}
else if (metricsList[i].GetType() == typeof(F1Measure))
{
if (histogramData.Contains(metricsList[i].Value, METRIC_TYPE.F1_MEASURE))
histogramData.IncrementMetricAmount(metricsList[i].Value, METRIC_TYPE.F1_MEASURE);
else
histogramData.F1Measure.Add(new HistogramDataElement(metricsList[i].Value, 1));
}
}
}
catch (Exception exception)
{
throw exception;
}
}
private static void WriteChartData(HistogramData histogramData, Excel.Worksheet xlWorkSheet)
{
try
{
WriteChartDataMetric(histogramData.SecondTypeError, xlWorkSheet, 1, 2);
WriteChartDataMetric(histogramData.FirstTypeError, xlWorkSheet, 3, 4);
WriteChartDataMetric(histogramData.MissingTypeError, xlWorkSheet, 5, 6);
WriteChartDataMetric(histogramData.Precision, xlWorkSheet, 7, 8);
WriteChartDataMetric(histogramData.Recall, xlWorkSheet, 9, 10);
WriteChartDataMetric(histogramData.F1Measure, xlWorkSheet, 11, 12);
}
catch (Exception exception)
{
throw exception;
}
}
private static HistogramData CreateHistogramData(Dictionary<int, List<Metric>> metrics)
{
try
{
HistogramData histogramData = new HistogramData();
foreach (var pair in metrics)
CreateHistogramDataFrame(histogramData, pair.Value);
return histogramData;
}
catch (Exception exception)
{
throw exception;
}
}
