Inference on the Generalization Error
Abstract Class for Confidence Intervals
Conservative-Z CI
Corrected-T CI
Holdout CI
Nested CV CI
Cross-Validation CI
Default CI Method
Nested Cross-Validation
Paired Subsampling
mlr3inferr: Inference on the Generalization Error
An 'mlr3' extension that provides various resampling-based confidence interval (CI) methods for estimating the generalization error. These CI methods are implemented as 'mlr3' measures, enabling the evaluation of individual algorithms on specific tasks as well as the comparison of different learning algorithms.
Useful links