private void btnRegression_Click(object sender, EventArgs e)
{
indexing inx = new indexing(@"C:\Users\Alaattin\Source\Repos\IronicSA\IronicSA\IronicSA\data\tweetdata.txt");
inx.IndexingData();
/*
string dataset = inx.getMatrixesFull();
string results = dataset.Replace("dataset", "results");
TrainAndTest(dataset, dataset, results);
*/
string datafolder = inx.getMatrixes(5,chClassification.Checked);
double total = 0;
for (int i = 0; i < 5; i++)
{
total += TrainAndTestFold(datafolder, i);
}
MessageBox.Show((total/5).ToString());
}
private void btnRegression_Click(object sender, EventArgs e)
{
indexing inx = new indexing(@"C:\Users\Alaattin\Source\Repos\IronicSA\IronicSA\IronicSA\data\tweetdata.txt");
inx.IndexingData();
/*
* string dataset = inx.getMatrixesFull();
* string results = dataset.Replace("dataset", "results");
* TrainAndTest(dataset, dataset, results);
*/
string datafolder = inx.getMatrixes(5, chClassification.Checked);
double total = 0;
for (int i = 0; i < 5; i++)
{
total += TrainAndTestFold(datafolder, i);
}
MessageBox.Show((total / 5).ToString());
}