protected override void RuntimeExperiment(ExperimentType et, ExperimentScenario es, DataDescription data,
int tcase)
{
RunDynaMMo(GetRuntimeDynaMMoProcess(data, tcase));
}
protected abstract void RuntimeExperiment(ExperimentType et, ExperimentScenario es, DataDescription data, int tcase);
protected override void RuntimeExperiment(ExperimentType et, ExperimentScenario es, DataDescription data,
int tcase)
{
RunStmvl(GetRuntimeStmvlProcess(data.N, data.M, data, tcase));
}
protected override void PrecisionExperiment(ExperimentType et, ExperimentScenario es,
DataDescription data, int tcase)
{
RunMRNN(GetMRNNProcess(data, tcase));
}
protected override void RuntimeExperiment(ExperimentType et, ExperimentScenario es, DataDescription data,
int tcase)
{
RunSVDImpute(GetRuntimeSVDImputeProcess(data, tcase));
}
protected override void RuntimeExperiment(ExperimentType et, ExperimentScenario es, DataDescription data,
int tcase)
{
RunAlgortithm(GetRuntimeProcess(data, tcase));
}
protected override void RuntimeExperiment(ExperimentType et, ExperimentScenario es, DataDescription data,
int tcase)
{
RunGrouse(GetRuntimeMDISVDProcess(data, tcase, et == ExperimentType.Streaming));
}
public static bool IsContinuous(this ExperimentScenario es)
{
return(es == ExperimentScenario.Missing || es == ExperimentScenario.Length ||
es == ExperimentScenario.Columns || es == ExperimentScenario.Fullrow);
}
public static bool IsSingleColumn(this ExperimentScenario es)
{
return(es == ExperimentScenario.Missing || es == ExperimentScenario.Length ||
es == ExperimentScenario.Columns || es == ExperimentScenario.BlockSlide);
}
public static bool IsBlackout(this ExperimentScenario es)
{
return(es == ExperimentScenario.Blackout || es == ExperimentScenario.IncreasingBlockCount);
}
public static bool IsBatchMid(this ExperimentScenario es)
{
return(es != ExperimentScenario.IncreasingBlockCount);
}
public static bool IsStreaming(this ExperimentScenario es)
{
return(es.IsContinuous());
}
public static bool IsLimited(this ExperimentScenario es)
{
return(es == ExperimentScenario.Columns || es == ExperimentScenario.McarColumns);
}
protected override void PrecisionExperiment(ExperimentType et, ExperimentScenario es,
DataDescription data, int tcase)
{
RunNnmf(GetNnmfProcess(data, tcase, "False", "False"));
}
protected override void PrecisionExperiment(ExperimentType et, ExperimentScenario es,
DataDescription data, int tcase)
{
KList.ForEach(k => RunCd(GetCdProcess(data.N, data.M, data, tcase, k)));
}
private static (ValueTuple <int, int, int>[], int[]) GetExperimentSetup(ExperimentType et, ExperimentScenario es,
int rows, int columns)
{
int blockSize;
int startOffset;
int stepSize;
switch (et)
{
case ExperimentType.Continuous:
switch (es)
{
// single-column
case ExperimentScenario.Missing:
blockSize = rows / 10;
return(new[] { (0, -1, -1) }, Utils.ClosedSequence(blockSize, blockSize * 8, blockSize).ToArray());
public static bool HasBlackouts(this ExperimentScenario es)
{
return(es == ExperimentScenario.Fullrow || es == ExperimentScenario.McarElement ||
es == ExperimentScenario.McarBlock);
}
