private void btnScript_Click(object sender, EventArgs e)
{
if (cbScript.Text == "Script A")
{
MainFolderName = "D:\\Phd\\Shai\\code\\DataScienceAnalysis\\ada_test";
//USE FORM TO GET FILENAMES
MngInput = new ManageInputData();
MngInput.SetAndReadFiles();
setInputFiles();
reduceDimantion rdForm = new reduceDimantion(training_dt);
rdForm.DimCalc();
rdForm.SetDimSize();
ReduceDim(rdForm);
if (training_data_low_dim_dt.Columns.Count < 1)
{
MessageBox.Show("bad input - empty training data");
}
else if (training_label_dt.Columns.Count < 1)
{
MessageBox.Show("bad input - empty training labels");
}
else
{
DecisionTreeForm decision_tree_form = new DecisionTreeForm(training_data_low_dim_dt, training_label_dt);
decision_tree_form.Run();
}
}
}
//REDUCE DIMANTION
private void btnReduceDim_Click(object sender, EventArgs e)
{
//USE FOR (REDUCEDIMANTION) TOREDUCE DIM
reduceDimantion rdForm = new reduceDimantion(training_dt);
rdForm.ShowDialog();
ReduceDim(rdForm);
}
private void ReduceDim(reduceDimantion rdForm)
{
//IF WE REDUCED DIMANTION
if (rdForm.method_calced == true)
{
//SET VALUES FROM FORM
eigenvalues = rdForm.eigenvalues;
traininglData_lower_dim = rdForm.finalData;
method = rdForm.method;
dimSize = rdForm.dimSize;
Components = rdForm.Components;
//set training data with lower dimantion
SetDataLowerDim(training_data_low_dim_dt, traininglData_lower_dim, dimSize);
}
}