FittingAccuracy¶
ferreus_rbf.interpolant_config.FittingAccuracy(tolerance, tolerance_type)
¶
Defines how closely the interpolated RBF solution should match the input data.
When solving an RBF system, the algorithm iteratively refines the coefficients
until the predicted values at the data locations are sufficiently close to the
given sample values. FittingAccuracy tells the solver when to stop refining.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
tolerance
|
float
|
Sets the acceptable mismatch between the model and the input data. Smaller values mean the solution will track the data more tightly, but may require more iterations and time to compute. |
required |
tolerance_type
|
FittingAccuracyType
|
Sets the type of stopping criteria. |
required |