/// <summary>
/// Teaches the network.
/// </summary>
/// <param name="network">The network.</param>
public void TeachNetwork(TeachableNetwork network)
{
int era = 0;
double errorForWholeEra = 0;
int currentIterationCount = 0;
do
{
era++;
errorForWholeEra = 0;
TrainingCollection.Values.Shuffle();
foreach (var trainingSet in TrainingCollection.Values)
{
currentIterationCount++;
network.LearnSomething(trainingSet.Input, trainingSet.Response);
}
TrainingCollection.Values.Shuffle();
errorForWholeEra = GiveErrorForWholeEra(network);
}
while(!Stop(errorForWholeEra, era, currentIterationCount));
}
