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 |
make_survival_curve | Make every row monotonically decreasing in order to obtain the survival property. Additionally, many predicitions need 1 as a first value and 0 as a last value. (e.g. 'PredictionSurv' needs this attribute.) |
MCBoost | Multi-Calibration Boosting |
mcboost | mcboost: Multi-Calibration Boosting |
MCBoostSurv | 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 |
mlr_pipeops_mcboostsurv | Multi-Calibrate a Learner's Prediction (Survival Model) |
one_hot | One-hot encode a factor variable |
PipeOpLearnerPred | Multi-Calibrate a Learner's Prediction |
PipeOpMCBoost | Multi-Calibrate a Learner's Prediction |
PipeOpMCBoostSurv | Multi-Calibrate a Learner's Prediction (Survival Model) |
ppl_mcboost | Multi-calibration pipeline |
ppl_mcboostsurv | Multi-calibration pipeline (for survival models) |
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 |