private void btnOurGRASP_Click(object sender, EventArgs e)
{
progressBar1.Value = 0;
List <List <string> > CategorizedList = GetCategorizedList();
List <List <int> > CategorizedListCount = new List <List <int> >();
List <List <List <int> > > CategorizedListPerClassCount = new List <List <List <int> > >();
for (int i = 0; i < CategorizedList.Count; i++)
{
CategorizedListCount.Add(GetCategorizedMembersCount(CategorizedList[i], i));
//if (i + 1 < settingsInfo.TotalNumberOfFeatures)
CategorizedListPerClassCount.Add(GetCategorizedMembersPerClassCount(CategorizedList[i], CategorizedList[settingsInfo.TotalNumberOfFeatures], i));
}
GRASP grasp = new GRASP(this, settingsInfo);
string BestSubset = grasp.DoOurGRASP(CategorizedList, CategorizedListCount, CategorizedListPerClassCount);
string subsetNames = string.Empty;
for (int i = 0; i < dgvTrainingData.Columns.Count - 1; i++)
{
if (BestSubset[i] == '1')
{
subsetNames += dgvTrainingData.Columns[i].HeaderCell.Value.ToString() + ", ";
}
}
SetLog(">>>> Best subset is: " + BestSubset + "\r\nSelected Subset(s): " + subsetNames, true);
//grasp.Search(data, dataType, fieldsName, 50, 50, 0.3);
progressBar1.Value = 100;
}
private void btnClassicalGRASP_Click(object sender, EventArgs e)
{
progressBar1.Value = 0;
GRASP grasp = new GRASP(this, settingsInfo);
string BestSubset = grasp.DoClassicalGRASP();
string subsetNames = string.Empty;
for (int i = 0; i < dgvTrainingData.Columns.Count - 1; i++)
{
if (BestSubset[i] == '1')
{
subsetNames += dgvTrainingData.Columns[i].HeaderCell.Value.ToString() + ", ";
}
}
SetLog(">>>> Best subset is: " + BestSubset + "\r\nSelected Subset(s): " + subsetNames, true);
//grasp.Search(data, dataType, fieldsName, 50, 50, 0.3);
progressBar1.Value = 100;
}