MOP quality measure
Last update: 16.07.2025This provides means to mease the approximation quality of models. More...
Classes | |
| struct | CoD |
| Reference implementation for a quality metric for MOP models. More... | |
| struct | CoD_adj |
| Reference implementation for a quality metric for MOP models. More... | |
| struct | CoP |
| Reference implementation for a quality metric for MOP models. More... | |
| struct | QualityMeasureBase |
| API for different quality metrics for MOP models. More... | |
| class | Residuals |
| The estimator 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: Approximation: This is data estimated using any approximation type CrossValidation: 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... | |
| struct | ResidualsBase |
| 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. More... | |
Variables | |
| nodefaultctor | QualityMeasureBase |
Detailed Description
This provides means to mease the approximation quality of models.