learner_helpers: Learner helpers
In tlverse/sl3: Pipelines for Machine Learning and Super Learning

delayed_make_learner

R Documentation

Learner helpers

Description

Learner helpers

Usage

delayed_make_learner(learner_class, ...)

learner_train(learner, task, trained_sublearners)

delayed_learner_train(learner, task, name = NULL)

learner_fit_predict(learner_fit, task = NULL)

delayed_learner_fit_predict(learner_fit, task = NULL)

learner_fit_chain(learner_fit, task = NULL)

delayed_learner_fit_chain(learner_fit, task = NULL)

learner_subset_covariates(learner, task)

learner_process_formula(learner, task)

delayed_learner_subset_covariates(learner, task)

delayed_learner_process_formula(learner, task)

Arguments

`learner_class`	The learner class to instantiate.
`...`	Parameters with which to instantiate the learner.
`learner`	A learner object to fit to the task.
`task`	The task on which to fit.
`trained_sublearners`	Any data obtained from a `train_sublearners` step.
`name`	a more detailed name for this delayed task, if necessary
`learner_fit`	a learner object that has already been fit