lrn.list = list(
makeLearner("classif.rpart", predict.type = "response"),
makeLearner("classif.rpart", predict.type = "prob"),
makeLearner("classif.logreg", predict.type = "response"),
makeLearner("classif.logreg", predict.type = "prob"),
makeLearner("classif.lda"),
makeLearner("classif.randomForest"),
makeFilterWrapper(makeLearner("classif.randomForest"), fw.perc = 0.5, fw.method = "variance"),
makeOversampleWrapper(makeLearner("classif.randomForest"), osw.rate = 1),
makeImputeWrapper(makeLearner("classif.randomForest"), class = imputeMedian()),
makeOversampleWrapper(makeFilterWrapper(makeLearner("classif.randomForest"), fw.method = "variance"), osw.rate = 1),
makeLearner("regr.rpart"),
makeLearner("regr.lm")
)
names(lrn.list) = vcapply(lrn.list, function(x) paste0(getLearnerId(x), ".", getLearnerPredictType(x)))
flow.ids = vnapply(lrn.list, uploadOMLFlow, tag = "mlr_test_flows")
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