public override async Task <int[][]> GenerateConfusionMatrix()
{
if (TrainingModel.IsTraining)
{
App.RunInUiThread(() =>
{
NotifyUser.NotifyUserByMessage("Cannot run test. Neural network training is in progress. If you need test neural network please stop training first.");
});
return(null);
}
if (TrainingModel.Network == null)
{
return(null);
}
int[][] confusionMatrix = null;
try
{
TrainingModel.InTesting = true;
var tester = new NetworkTester(TrainingModel.Network, DataSetModel);
var task = Task.Run(() =>
{
tester.RunTest();
return(tester.GenerateConfusionMatrixData());
});
confusionMatrix = await task;
task.Dispose();
SuccessRatio = tester.Correctness;
}
finally
{
TrainingModel.InTesting = false;
}
return(confusionMatrix);
}
public override async Task <int[][]> GenerateConfusionMatrix()
{
try
{
if (_networkToTest == null)
{
_networkToTest = TrainedNetModel.GetNetwork(null, DataSetModel);
}
NetworkTester tester = null;
var matrix = await Task.Run(() =>
{
tester = new NetworkTester(_networkToTest, DataSetModel);
tester.RunTest();
return(tester.GenerateConfusionMatrixData());
});
SuccessRatio = tester.Correctness;
return(matrix);
}
catch (Exception e)
{
_networkToTest = null;
NotifyUser.NotifyUserByMessage("Network failed to load.", e);
return(null);
}
}