Multi-Calibration Boosting
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Documentation for package ‘mcboost’ version 0.4.3
Help Pages
| mcboost-package | mcboost: Multi-Calibration Boosting |
| AuditorFitter | AuditorFitter Abstract Base Class |
| CVLearnerAuditorFitter | Cross-validated AuditorFitter from a Learner |
| CVRidgeAuditorFitter | Cross-validated AuditorFitter from a Learner |
| CVTreeAuditorFitter | Cross-validated AuditorFitter from a Learner |
| LearnerAuditorFitter | Create an AuditorFitter from a Learner |
| MCBoost | Multi-Calibration Boosting |
| mcboost | mcboost: Multi-Calibration Boosting |
| mlr3_init_predictor | Create an initial predictor function from a trained mlr3 learner |
| mlr_pipeops_mcboost | Multi-Calibrate a Learner's Prediction |
| one_hot | One-hot encode a factor variable |
| PipeOpLearnerPred | Multi-Calibrate a Learner's Prediction |
| PipeOpMCBoost | Multi-Calibrate a Learner's Prediction |
| ppl_mcboost | Multi-calibration pipeline |
| RidgeAuditorFitter | Create an AuditorFitter from a Learner |
| SubgroupAuditorFitter | Static AuditorFitter based on Subgroups |
| SubpopAuditorFitter | Static AuditorFitter based on Subpopulations |
| TreeAuditorFitter | Create an AuditorFitter from a Learner |