/// <summary>
/// Расчет одного значения
/// </summary>
/// <param name="inp">Независимая переменная</param>
/// <returns>Прогноз</returns>
public double Predict(double inp)
{
Vector data = ExtensionOfFeatureSpace.Polinomial(inp, X.N - 1);
double outp = GeomFunc.ScalarProduct(data, param);
return(outp);
}
/// <summary>
/// Расчет одного значения
/// </summary>
/// <param name="inp">Независимая переменная</param>
/// <returns>Прогноз</returns>
public double Predict(double inp)
{
Vector data = ExtensionOfFeatureSpace.GaussRBF(inp, X, sig);
double outp = GeomFunc.ScalarProduct(data, param);
return(outp);
}
/// <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.GaussRBF(inp, newX, sigma);
return(GeomFunc.ScalarProduct(X, param));
}
/// <summary>
/// Прогноз
/// </summary>
/// <param name="inp">Значение незав. переменной</param>
public double Predict(double inp)
{
Vector X = ExtensionOfFeatureSpace.Sinc(inp, newX);
return(GeomFunc.ScalarProduct(X, param));
}
/// <summary>
/// Прогноз
/// </summary>
/// <param name="inp">вход</param>
/// <returns>выход</returns>
public double Predict(double inp)
{
Vector X = ExtensionOfFeatureSpace.Polinomial(inp, n - 1);
return(GeomFunc.ScalarProduct(X, param));
}