private void backgroundWorker1_RunWorkerCompleted(object sender, RunWorkerCompletedEventArgs e)
{
txtStatus.Text = "Training Completed...and ready to testing.";
btnCancelTrain.Enabled = false;
btnTrain.Enabled = true;
btnTest.Enabled = true;
trainingCompleted = true;
// Update training result panel.
if (selectedTypeOfFuzzyARTMAP == 0)
{
ProcessSimplifiedFuzzyARTMap processSimplified = (ProcessSimplifiedFuzzyARTMap)process;
UpdateTrainingResult(processSimplified.Network, processSimplified.Performance.Count);
}
else if (selectedTypeOfFuzzyARTMAP == 1)
{
ProcessOrderedFuzzyARTMap processOrdered = (ProcessOrderedFuzzyARTMap)process;
UpdateTrainingResult(processOrdered.Network.FuzzyARTMap, processOrdered.Performance.Count);
}
else if (selectedTypeOfFuzzyARTMAP == 2)
{
ProcessModifiedHybridFuzzyARTMap processExternal = (ProcessModifiedHybridFuzzyARTMap)process;
UpdateTrainingResult(processExternal.FArtMap, processExternal.Performance.Count);
}
else
{
ProcessModifiedHybridFuzzyARTMap processHybrid = (ProcessModifiedHybridFuzzyARTMap)process;
UpdateTrainingResult(processHybrid.MArtMap, processHybrid.Performance.Count);
}
}
private void btnTest_Click(object sender, EventArgs e)
{
if (trainingCompleted)
{
if (txtTestFile.Text == string.Empty ||
txtOutputFile.Text == string.Empty)
{
MessageBox.Show(this, "Test file and output file mustn't be empty.", "Error");
return;
}
if (nudInputSize.Value == 0)
{
MessageBox.Show(this, "Increment size mustn't be zero.");
return;
}
if (nudTargetSize.Value == 0)
{
MessageBox.Show(this, "Target size mustn't be zero.");
return;
}
if (nudNoOfClasses.Value == 0)
{
MessageBox.Show(this, "Number of Class mustn't be zero.");
return;
}
parameter.InputSize = Convert.ToInt32(nudInputSize.Value);
parameter.TargetSize = Convert.ToInt32(nudTargetSize.Value);
parameter.NoOfClasses = Convert.ToInt32(nudNoOfClasses.Value);
parameter.TestingFile = txtTestFile.Text;
parameter.OutputFile = txtOutputFile.Text;
Form2 result = new Form2();
result.OutputFile = txtOutputFile.Text;
if (process is ProcessSimplifiedFuzzyARTMap)
{
ProcessSimplifiedFuzzyARTMap processSimplified =
process as ProcessSimplifiedFuzzyARTMap;
processSimplified.Test();
result.Performance = processSimplified.Performance;
}
else if (process is ProcessOrderedFuzzyARTMap)
{
ProcessOrderedFuzzyARTMap processOrdered =
process as ProcessOrderedFuzzyARTMap;
processOrdered.Test();
result.Performance = processOrdered.Performance;
}
else if (process is ProcessModifiedHybridFuzzyARTMap)
{
ProcessModifiedHybridFuzzyARTMap processHybrid =
process as ProcessModifiedHybridFuzzyARTMap;
processHybrid.Test();
result.Performance = processHybrid.Performance;
}
result.ShowDialog();
}
}
