public Metrics(LabelFeatureCore labelFeatureCore, LabelConverter labelConvert, DataPartitionType[] dataTypes)
{
this.labelFeatureCore = labelFeatureCore;
this.dataTypes = dataTypes;
this.optimalID = -1;
this.labels = new float[labelFeatureCore.NumDataPoint];
if (labelConvert != null)
{
for (int i = 0; i < labelFeatureCore.NumDataPoint; i++)
{
this.labels[i] = labelConvert.convert(labelFeatureCore.GetLabel(i));
}
}
else
{
for (int i = 0; i < labelFeatureCore.NumDataPoint; i++)
{
this.labels[i] = labelFeatureCore.GetLabel(i);
}
}
this.dataSegments = new int[(int)DataPartitionType.cTypes][];
this.metricsCur = new float[(int)DataPartitionType.cTypes][];
for (int i = 0; i < (int)DataPartitionType.cTypes; i++)
{
metricsCur[i] = new float[SIZE];
}
foreach (DataPartitionType dataType in dataTypes)
{
DataSet dataSet = labelFeatureCore.DataGroups.GetDataPartition(dataType);
int[] dataSegment = dataSet.DataIndex;
if (dataSegment != null)
{
dataSegments[(int)dataType] = dataSegment;
}
else
{
//we will fill in the non-existing data sections with 0
//throw new Exception("data partition does not exist");
}
}
this.results_list = new List<Result>();
}
