Super Learner¶
Details for super learner and associated candidate estimators within zEpid.
Super Learners¶
SuperLearner(estimators, estimator_labels[, …]) |
SuperLearner is an implementation of the super learner algorithm, which is a generalized stacking algorithm. |
Candidate Estimators¶
EmpiricalMeanSL() |
Empirical mean estimator in the format of SciKit learn. |
GLMSL(family[, verbose]) |
Generalized Linear Model for use with SuperLearner. |
StepwiseSL(family[, selection, …]) |
Step-wise model selection for Generalized Linear Model selection for use with SuperLearner. |