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Fit a stacked super learner ensemble

Source: R/misl.R
dot-fit_super_learner.Rd

Fit a stacked super learner ensemble

Usage

.fit_super_learner(
  train_data,
  full_data,
  xvars,
  yvar,
  outcome_type,
  learner_names,
  cv_folds = 5
)

Arguments

cv_folds

Integer number of cross-validation folds used when stacking multiple learners. Ignored when only a single learner is supplied.

Value

Named list with $boot (fit on bootstrap sample) and $full (fit on full observed data; NULL unless continuous).