private async void TrainButtonClick(object sender, EventArgs e)
{
if (Controller.File == null)
{
BrakPlikuMessageBox();
return;
}
switch (KlasyfikatorComboBox.SelectedIndex)
{
//2plik = 0.056 4plik = 0.066 [300k points]
case 0:
DisableChangeButtons();
await Task.Run(() =>
{
KNNClassifier = new KnnAccordClassifier(3);
if (!KNNClassifier.CanClassify)
{
var pointsToTrain = Utills.GenerateClassArray(Controller.File.LasPointDataRecords, 0.066);
var inputOutputArrays = KnnAccordClassifier.MakeInputOutputs(pointsToTrain, Controller.File);
KNNClassifier.Teach(inputOutputArrays.Item1, inputOutputArrays.Item2);
}
});
EnableChangeButtons();
break;
case 1:
DisableChangeButtons();
await Task.Run(() =>
{
ENNetwork = new EncogNeuralNetwork(Controller.File);
});
EnableChangeButtons();
break;
case 2:
DisableChangeButtons();
await Task.Run(() =>
{
KNNClassifierQuick = new KnnAccordClassifierQuick(3);
if (!KNNClassifierQuick.CanClassify)
{
var inputOutputArrays =
KnnAccordClassifierQuick.MakeInputOutputs(Utills.GroupPointsList(
Controller.File, OpenGlController.divisionCountX, OpenGlController.divisionCountY));
KNNClassifierQuick.TeachGroups(inputOutputArrays.Item1, inputOutputArrays.Item2);
}
});
EnableChangeButtons();
break;
case 3:
DisableChangeButtons();
await Task.Run(() =>
{
ENNetworkQ = new EncogNeuralNetworkQuick(Controller.File, OpenGlController.divisionCountX, OpenGlController.divisionCountY);
});
EnableChangeButtons();
break;
case 4:
DisableChangeButtons();
await Task.Run(() =>
{
KNNClassifierSlow = new KnnAccordClassifierSlow(3);
if (!KNNClassifierSlow.CanClassify)
{
var pointsToTrain = Utills.GenerateClassArray(Controller.File.LasPointDataRecords, 0.10);
var inputOutputArrays = KnnAccordClassifierSlow.MakeInputOutputs(pointsToTrain, Controller.File);
KNNClassifierSlow.Teach(inputOutputArrays.Item1, inputOutputArrays.Item2);
}
});
EnableChangeButtons();
break;
case 5:
DisableChangeButtons();
await Task.Run(() =>
{
ENNetworkS = new EncogNeuralNetworkSlow(Controller.File);
});
EnableChangeButtons();
break;
}
KoniecTreninguMessageBox();
}