ResidualsBase Struct Reference
Last update: 16.07.2025The Residuals class creates an abstraction for classes the QualityMeasure may be evaluated for in the MOP framework. It abstracts the essential data necessary in an quality measurement which can be done based on Three information: approximationResiduals: This is data estimated using any approximation type crossValidationResiduals: This is data that is estimated explicitly using cross-validation sets generated by the MOP handler adjustmentCoefficient: This is a value in the range 1,...,N where N is the number of samples provided to the Estimator. More...
Public Member Functions | |
| virtual uint64_t | adjustmentCoefficient ()=0 |
| A function returning the AdjustmentCoefficient when called. | |
| virtual uint64_t | adjustmentCoefficientRef ()=0 |
| A function returning the AdjustmentCoefficient when called. | |
| virtual Matrix | approximationValues ()=0 |
| A function returning the Approximation data when called. | |
| virtual Matrix | approximationValuesRef ()=0 |
| A function returning the Approximation data when called. | |
| virtual Matrix | crossValidationValues ()=0 |
| A function return the CrossValidation data when called. | |
| virtual Matrix | crossValidationValuesRef ()=0 |
| A function return the CrossValidation data when called. | |
| virtual Matrix | originalValues ()=0 |
| A function return the original data when called. | |
| virtual Matrix | originalValuesRef ()=0 |
| A function return the original data when called. | |
| template<class Archive > | |
| serialize (Archive ar, number) | |
| serializes this object, see boost::serialization More... | |
Friends | |
| class | boost::serialization::access |
Detailed Description
The Residuals class creates an abstraction for classes the QualityMeasure may be evaluated for in the MOP framework. It abstracts the essential data necessary in an quality measurement which can be done based on Three information: approximationResiduals: This is data estimated using any approximation type crossValidationResiduals: This is data that is estimated explicitly using cross-validation sets generated by the MOP handler adjustmentCoefficient: This is a value in the range 1,...,N where N is the number of samples provided to the Estimator.
Member Function Documentation
◆ serialize()
| serialize | ( | Archive | ar, |
| number | |||
| ) |
serializes this object, see boost::serialization
- Parameters
-
ar the boost archive version the version number
