PolynomialModel Class Reference
Last update: 16.07.2025Public Types | |
| using | InternalModelType = dynardo::math::metamodel::LinearRegression |
Public Member Functions | |
| virtual | addProperty (PropertyBase p) |
| Properties that help the ScalarMOP scheduling the Models to be built The properties class needs to be implemented for the specific model type. | |
| virtual Matrix | evaluate (Matrix points, bool extrapolate=true)=0 |
| Evaluates the model on the given points and returns the values. More... | |
| virtual PropertyList | getProperties () |
| Returns the properties stored by this user. | |
| PolynomialModel | operator= (PolynomialModel) |
| Copies an instance of this class. | |
| PolynomialModel () | |
| Creates an default initialized instance of this class. | |
| PolynomialModel (InternalModelType *model, quality_measure::ResidualsBase *residuals, string description, PropertyList properties=PropertyList()) | |
| Creates an instance with given a created internal model, the residuals from the training and Properties. You should not call this Constructor by yourself. An instance of this class gets created through the CreatePolynomialModel::compute function. More... | |
| PolynomialModel (PolynomialModel other) | |
| Copies an instance of this class. | |
| virtual | transferProperties (PropertyList property_list) |
| Convenience function to transfer a complete PropertyList into the model. More... | |
Constructor & Destructor Documentation
◆ PolynomialModel()
| PolynomialModel | ( | InternalModelType * | model, |
| quality_measure::ResidualsBase * | residuals, | ||
| string | description, | ||
| PropertyList | properties = PropertyList() |
||
| ) |
Creates an instance with given a created internal model, the residuals from the training and Properties. You should not call this Constructor by yourself. An instance of this class gets created through the CreatePolynomialModel::compute function.
- Parameters
-
model A pointer to the internal model type. This Constructor takes ownership of the pointer. residuals The residuals from the MOPs competition/training process description A description of the model to be shown in PP properties. Certain properies for this model.
Member Function Documentation
◆ evaluate()
Evaluates the model on the given points and returns the values.
- Parameters
-
points The input points the model is evaluated on extrapolate Evaluate the points outside of the bounding box of its training data
- Returns
- The values of the model on the given points
Implemented in CustomModel, KrigingModel, MLSModel, and RBFModel.
◆ transferProperties()
|
virtualinherited |
Convenience function to transfer a complete PropertyList into the model.
- Parameters
-
property_list The properties to transfer into this model
