Measures
Measures operate on Prediction objects generated by learners. They quantify the prediction by comparing prediction with ground truth. The Measure objects provide an abstraction for a plethora of performance measures.
The mlr3 ecosystem has a new package mlr3inferr that allows to construct confidence intervals for the generalization error.
Measures operate on Prediction objects generated by learners. They quantify the prediction by comparing prediction with ground truth. The Measure objects provide an abstraction for a plethora of performance measures.