void Update()
{
if (trainingMenu != null)
{
if (newTestbench != null)
{
if (trainingMenu.GetComponent <TrainingMenu>().close())
{
closeMenu();
}
else
{
if (trainingMenu.GetComponent <TrainingMenu>().getTrainRecord())
{
newTestbench.nextTrain();
}
if (trainingMenu.GetComponent <TrainingMenu>().getTrain())
{
float startTime = Time.realtimeSinceStartup;
ConfusionMatrix confusion = newTestbench.train(trainingMenu.GetComponent <TrainingMenu>().getTrainingIterations());
float endTime = Time.realtimeSinceStartup;
Debug.Log("Training Time: " + (endTime - startTime).ToString("0.0") + " seconds");
Debug.Log("Training prediction accuracy: " + (confusion.predictionAccuracy * 100).ToString() + "%");
}
if (trainingMenu.GetComponent <TrainingMenu>().getTest())
{
ConfusionMatrix confusion = newTestbench.test();
Debug.Log("Testing prediction accuracy: " + (confusion.predictionAccuracy * 100).ToString() + "%");
}
}
}
}
}
