public override float GetOutput(TupleList <float, float> inputs)
{
float sum = inputs.WeightedSum();
double x = coefficients['x'].coValue;
return((float)Math.Sqrt(sum * x));
}
public override float GetOutput(TupleList <float, float> inputs)
{
double a = coefficients['a'].coValue;
double b = coefficients['b'].coValue;
float x = inputs.WeightedSum();
return((float)(a * x + b));
}
public override float GetOutput(TupleList <float, float> inputs)
{
float sum = inputs.WeightedSum();
float x = 1.0f;
float y = .0f;
float mod = 1.0f;
return((x * sum + y) % mod);
}
public override float GetOutput(TupleList <float, float> inputs)
{
float sum = inputs.WeightedSum();
double a = coefficients['a'].coValue;
double b = coefficients['b'].coValue;
double c = coefficients['c'].coValue;
double d = coefficients['d'].coValue;
return((float)(a * Math.Sin(Math.Pow(c * sum, d)) + b));
}
public override float GetOutput(TupleList <float, float> inputs)
{
float x = 1.0f;
float y = .0f;
float z = 1.0001f;
float w = 1.0f;
float sum = (float)Math.Abs(((double)inputs.WeightedSum()).Clamp((-z + 0.00009), (z - 0.00009)));
return(Math.Abs((w - (sum % z)) * x) + y);
}
public override float GetOutput(TupleList <float, float> inputs)
{
var sum = inputs.WeightedSum();
var a = coefficients['a'].coValue;
var b = coefficients['b'].coValue;
var c = coefficients['c'].coValue;
double denominator = (1 * a) + Math.Pow(Math.E, -(sum * b));
return((float)((1.0 / denominator) + c));
}
public override float GetOutput(TupleList <float, float> inputs)
{
float sum = inputs.WeightedSum();
double mean = coefficients['m'].coValue;
double variance = coefficients['v'].coValue;
double power = coefficients['x'].coValue;
double two = coefficients['2'].coValue;
double exponent = -(Math.Pow((sum - mean), power) / (two * variance));
double divide = 1.0 / Math.Sqrt(two * Math.PI * variance);
return((float)(divide * Math.Pow(Math.E, exponent)));
}