private void Testar(ActivationNetwork activationNetwork, int inputCount, string baseCaminho, string arquivo)
{
var classe = _classes.First(c => c.Value.Audios.Any(a => a.StartsWith(baseCaminho)));
Debug.Write($"{baseCaminho} Saida esperada: ");
ImprimirVetor(classe.Value.SaidaEsperada, Console.WriteLine, Console.Write);
var caracteristicas = AudioModelHelper.ObterCaracteristicas(arquivo, inputCount);
var media = new int[_classes.Count];
foreach (var item in caracteristicas)
{
var saida = activationNetwork.Compute(item);
//Debug.WriteLine($"'{saida[0]}', '{saida[1]}', '{saida[2]}'");
var impressao = Imprimir(saida, Console.WriteLine, Console.Write);
for (int i = 0; i < _classes.Count; i++)
{
media[i] += impressao[i];
}
ImprimirVetor(saida, Console.WriteLine, Console.Write);
}
Debug.Write("Média: ");
ImprimirVetor(media, Console.WriteLine, Console.Write);
}
public void Classificar(string arquivo, Action <string> writeLine, Action <string> write)
{
var caracteristicas = AudioModelHelper.ObterCaracteristicas(arquivo, msSegmentos);
writeLine($"Classes: {_classes.Count}");
foreach (var item in _classes)
{
write($"Classe: {item.Value.Descricao}, saida esperada: ");
ImprimirVetor(item.Value.SaidaEsperada, writeLine, write);
}
var media = new int[_classes.Count];
foreach (var item in caracteristicas)
{
var saida = activationNetwork.Compute(item);
var impressao = Imprimir(saida, writeLine, write);
for (int i = 0; i < _classes.Count; i++)
{
media[i] += impressao[i];
}
ImprimirVetor(saida, writeLine, write);
}
Debug.Write("Média: ");
ImprimirVetor(media, writeLine, write);
}