public Core20Paired(string fileName, bool invertClasses)
{
core = Core35.Deserialize(fileName);
InvertClasses = invertClasses;
if (invertClasses)
{
List <int> labels = core.SEProFiles.Select(a => a.ClassLabel).Distinct().ToList();
if (labels.Count > 2)
{
throw new Exception("Switch labels can only be used in dataset with two classes.");
}
int l1 = labels[0];
int l2 = labels[1];
//Invert in SEPro
List <SEProFileInfo> sepF1 = core.SEProFiles.FindAll(a => a.ClassLabel == l1);
List <SEProFileInfo> sepF2 = core.SEProFiles.FindAll(a => a.ClassLabel == l2);
foreach (var s in sepF1)
{
s.ClassLabel = l2;
}
foreach (var s in sepF2)
{
s.ClassLabel = l1;
}
//Invert in Associations
List <AssociationItem> a1 = core.MyAssociationItems.FindAll(a => a.Label == l1);
List <AssociationItem> a2 = core.MyAssociationItems.FindAll(a => a.Label == l2);
foreach (var a in a1)
{
a.Label = l2;
}
foreach (var a in a2)
{
a.Label = l1;
}
//Invert in Quant Packages
List <QuantPackage2> q1 = core.myQuantPkgs.FindAll(a => a.ClassLabel == l1);
List <QuantPackage2> q2 = core.myQuantPkgs.FindAll(a => a.ClassLabel == l2);
foreach (var q in q1)
{
q.ClassLabel = l2;
}
foreach (var q in q2)
{
q.ClassLabel = l1;
}
}
}
