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R/pipeline_bagging.R

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#' resample(task, GraphLearner$new(gr), rsmp("holdout"))$aggregate()
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#'
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#' # The original bagging method uses boosting by sampling with replacement.
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#' # This may give better performance but is also slower.
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#' gr = ppl("bagging", lrn_po, frac = 1, replace = TRUE,
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#' averager = po("regravg", collect_multiplicity = TRUE))
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#' resample(task, GraphLearner$new(gr), rsmp("holdout"))$aggregate()

man/mlr_graphs_bagging.Rd

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