//************************Logistic Regression***********************
//학습 버튼
private void RL_LearnBox_Click(object sender, EventArgs e)
{
DataProcessing process = new DataProcessing();
try
{
Parallel.Invoke
(
//true data data shiping*
() =>
{
//true 데이터 분할 1
process.DataLoop("True", true);
},
() =>
{
//true 데이터 분할2
process.DataLoop("True", false);
},
//false data data shiping*
() =>
{
//false 데이터 분할1
process.DataLoop("False", true);
},
() =>
{
//false 데이터 분할2
process.DataLoop("False", false);
}
);
process.LabelOuput();
Property.logistic = new Logistic();
Property.logistic.CalculateLogistic(Property.inputs, Property.outputs);
Property.saveButton = true;
RL_LearnDataSaveBox.Enabled = true;
RL_ForwardBox.Enabled = true;
RL_BackwardBox.Enabled = true;
RL_RunNumberBox.Enabled = true;
if (Property.CameraConected == true)
{
RL_AotoRunBox.Enabled = true;
RL_StopAotoRunBox.Enabled = true;
}
else
{
RL_AotoRunBox.Enabled = false;
RL_StopAotoRunBox.Enabled = false;
}
MessageBox.Show("학습 완료. 저장 가능");
}
catch
{
Property.saveButton = false;
MessageBox.Show("학습 실패.");
}
}
//학습 버튼
private void LearnBox_Click(object sender, EventArgs e)
{
DataProcessing process = new DataProcessing();
try
{
Parallel.Invoke
(
//true data data shiping*
() =>
{
//true 데이터 분할 1
process.DataLoop("True", true);
},
() =>
{
//true 데이터 분할2
process.DataLoop("True", false);
},
//false data data shiping*
() =>
{
//false 데이터 분할1
process.DataLoop("False", true);
},
() =>
{
//false 데이터 분할2
process.DataLoop("False", false);
}
);
process.LabelOuput();
Property.saveButton = true;
LearnDataSaveBox.Enabled = true;
ForwardBox.Enabled = true;
BackwardBox.Enabled = true;
NumberBox.Enabled = true;
if (Property.CameraConected == true)
{
AutoRunBox.Enabled = true;
StopAutoRunBox.Enabled = true;
}
else
{
AutoRunBox.Enabled = false;
StopAutoRunBox.Enabled = false;
}
MessageBox.Show("학습 완료. 저장 가능");
}
catch
{
Property.saveButton = false;
MessageBox.Show("학습 실패.");
}
}