private double[] ExtractData(string name, DataSetPairsType type, DataSetPairsCollection dspc)
{
foreach (DataSetPairs pairs in dspc)
{
if (pairs.Name == name)
{
if (pairs.Name == "VSM")
{
pairs.Name = "VSM";
}
switch (type)
{
case DataSetPairsType.Precision:
return(ExtractDataArray(pairs.PrecisionData));
case DataSetPairsType.Recall:
return(ExtractDataArray(pairs.RecallData));
case DataSetPairsType.AveragePrecision:
return(ExtractDataArray(pairs.AveragePrecisionData));
default:
throw new ArgumentException("Unknown DataSetPairsType: " + type);
}
}
}
throw new ArgumentException("Model not found - " + name);
}
private SummaryData ExtractSummaryData(ICSM11DataSet ds, string modelName, DataSetPairsType type)
{
DataSetPairs model = null;
foreach (DataSetPairs dsp in ds.Metrics)
{
if (dsp.Name.Split(new char[] { '.' })[0].Equals(modelName))
{
model = dsp;
}
}
if (model == null)
{
throw new ArgumentException("Model \"" + modelName + "\" not found.");
}
switch (type)
{
case DataSetPairsType.Precision:
return(CreateSummaryData(model.PrecisionData, modelName));
case DataSetPairsType.Recall:
return(CreateSummaryData(model.RecallData, modelName));
case DataSetPairsType.AveragePrecision:
return(CreateSummaryData(model.AveragePrecisionData, modelName));
case DataSetPairsType.MeanAveragePrecision:
return(CreateSummaryData(model.MeanAveragePrecisionData, modelName));
default:
throw new ArgumentException("Unknown DataSetPairsType");
}
}
private double[] ExtractData(string name, DataSetPairsType type, DataSetPairsCollection dspc)
{
foreach (DataSetPairs pairs in dspc)
{
if (pairs.Name == name)
{
if (pairs.Name == "VSM")
{
pairs.Name = "VSM";
}
switch (type)
{
case DataSetPairsType.Precision:
return ExtractDataArray(pairs.PrecisionData);
case DataSetPairsType.Recall:
return ExtractDataArray(pairs.RecallData);
case DataSetPairsType.AveragePrecision:
return ExtractDataArray(pairs.AveragePrecisionData);
default:
throw new ArgumentException("Unknown DataSetPairsType: " + type);
}
}
}
throw new ArgumentException("Model not found - " + name);
}
private SummaryData ExtractSummaryData(ICSM11DataSet ds, string modelName, DataSetPairsType type)
{
DataSetPairs model = null;
foreach (DataSetPairs dsp in ds.Metrics)
{
if (dsp.Name.Split(new char[] { '.' })[0].Equals(modelName))
{
model = dsp;
}
}
if (model == null)
throw new ArgumentException("Model \"" + modelName + "\" not found.");
switch (type)
{
case DataSetPairsType.Precision:
return CreateSummaryData(model.PrecisionData, modelName);
case DataSetPairsType.Recall:
return CreateSummaryData(model.RecallData, modelName);
case DataSetPairsType.AveragePrecision:
return CreateSummaryData(model.AveragePrecisionData, modelName);
case DataSetPairsType.MeanAveragePrecision:
return CreateSummaryData(model.MeanAveragePrecisionData, modelName);
default:
throw new ArgumentException("Unknown DataSetPairsType");
}
}
