Rbf Options.Regularization Property
Gets the regularization parameter λ.
Definition
Namespace: Numerics.NET.Curves
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.1.0
C#
The regularization parameter. A value of 0 produces pure interpolation.
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.1.0
public double Regularization { get; }Property Value
DoubleThe regularization parameter. A value of 0 produces pure interpolation.
Remarks
Regularization adds λ to the diagonal of the RBF kernel matrix, which improves conditioning and can help with noisy data or large numbers of points. Setting λ > 0 trades off exact interpolation for smoother approximations.
For noisy data, a small positive value (e.g., 1e-6 to 1e-3) may improve results.