protected void DoRun()
{
Preconditions.CheckArgumentRange(NumFolds >= 2 && NumFolds < Dataset.Count);
Preconditions.CheckArgument(Models.Any());
Preconditions.CheckNotNull(Dataset);
DoBegin();
if (IsStratified)
{
Dataset.GroupLabels(IsShuffle, ShuffleRandom);
}
else if (IsShuffle)
{
Dataset.Shuffle(ShuffleRandom);
}
if (PerfData == null)
{
PerfData = new PerfData <LblT>();
}
else
{
Preconditions.CheckArgument(PerfData.GetDataKeys().All(t => t.Item1 != ExpName),
"PerfData object already contains data for '{0}' experiment", ExpName);
}
mFoldModelTimes.Clear();
for (int i = 0; i < NumFolds; i++)
{
DoRunFold(i + 1);
}
DoFinish();
}
protected override PerfMatrix <LblT> GetPerfMatrix(string algName, int foldN)
{
lock (mLock)
{
return(PerfData.GetPerfMatrix(ExpName, algName, foldN));
}
}
protected virtual PerfMatrix <LblT> GetPerfMatrix(string algName, int foldN)
{
return(PerfData.GetPerfMatrix(ExpName, algName, foldN));
}
