/// <summary>
/// Прогноз
/// </summary>
/// <param name="vect">Вектор входа</param>
/// <returns>Выход</returns>
public double Predict(Vector vect)
{
Vector inp = vect.AddOne();
inp -= mean;
inp /= std;
return(GeomFunc.ScalarProduct(inp, _param));
}
/// <summary>
/// Прогноз
/// </summary>
/// <param name="inp">Значение незав. переменной</param>
public double Predict(double inp)
{
Vector X = ExtensionOfFeatureSpace.SinCos(inp, _cos);
return(mR.Predict(X.AddOne()));
}
/// <summary>
/// Распознавание вектора
/// </summary>
/// <param name="x">Вектор</param>
public double Recognition(Vector x)
{
double outp = _lr.Predict(x.AddOne());
return(NeuroFunc.Sigmoid(outp));
}
