list_learners: List available learners for MISL imputation

In misl: Multiple Imputation by Super Learning

List available learners for MISL imputation

Description

Displays the built-in named learners available for use in misl(). Note that any parsnip-compatible model spec can also be passed directly via the *_method arguments.

Usage

list_learners(outcome_type = "all", installed_only = FALSE)

Arguments

outcome_type	One of "continuous", "binomial", "categorical", "ordinal", or "all" (default).
installed_only	If TRUE, only learners whose backend package is already installed are returned. Default FALSE.

Value

A tibble with columns learner, description, package, installed, and outcome-type support flags (when outcome_type = "all").

Examples

list_learners()
list_learners("continuous")
list_learners("ordinal")
list_learners("categorical", installed_only = TRUE)

misl documentation built on April 8, 2026, 9:07 a.m.