public void PrintOutliersAmount()
{
TrainRows.Where(r => r.Values.Sum(v => v.IsOutlier ? 1 : 0) > 0)
.OrderByDescending(r => r.Values.Sum(v => v.IsOutlier ? 1 : 0))
.Select(r => $"{r.Id} => {string.Join(", ", r.Values.Where(v => v.IsOutlier).Select(v => v.Feature.Name))} {r.Values.Sum(v => v.IsOutlier ? 1 : 0)}")
.ToList()
.ForEach(r => Console.WriteLine(r));
}
public IEnumerable <IEnumerable <string> > GetTransfomedTrain()
{
return(TrainRows.Where(r => r.IsActive).Select(r => r.Values.Where(v => v.Feature.IsActive).Select(v => v.NewValue)));
//return Enumerable.Range(0, TrainRowAmount).Select(index => GetRow(index, takeTest: false, withClass: true));
}
public string GetClassForTrainId(string id)
{
return(TrainRows.FirstOrDefault(r => r.Id == id)?.Values.FirstOrDefault(v => v.Feature.IsClass)?.NewValue);
}
public void SetTrainRowsInactiveByIds(IEnumerable <string> rowIds)
{
rowIds.ToList()
.ForEach(i => TrainRows.FirstOrDefault(r => r.Id == i).IsActive = false);
}
public void SetTrainRowsInactive(IEnumerable <int> rowIndexes)
{
rowIndexes.ToList()
.ForEach(i => TrainRows.FirstOrDefault(r => r.Index == i).IsActive = false);
}
