private void _buttonLoad_Click(object sender, EventArgs e)
{
_nn = MemoryBasedNeuronNetwork.Make(4);
LoadRacesForImprovementSelection();
_nn.AddTrainingPatterns(_startersForTraining);
double correct = 0, wrong = 0;
int counter = 0;
foreach (var starterInfo in _startersForTesting)
{
double opinion = _nn.GetOpinion(starterInfo);
bool breaksPersonalRecord = starterInfo.BreaksPersonalRecord;
if(opinion > 0)
{
if(breaksPersonalRecord)
{
++correct;
}
else
{
++wrong;
}
}
if(0 == ++counter % 100)
{
WriteLine(string.Format(" {0} Correct {1} Wrong {2}", counter,correct, wrong));
}
}
WriteLine(string.Format("Correct {0} Wrong {1}", correct, wrong));
}
public static bool CheckIfStarterWillImprove(StarterInfo si)
{
if(null == _singleton)
{
_singleton = new MemoryBasedNeuronNetwork(4);
_singleton.AddTrainingPatterns(StarterInfo.LoadStartersFromFile(@"C:\Users\John\Desktop\neural_network.csv", 4));
}
return _singleton.GetOpinion(si) > 0;
}
