Example Tasks
For your convenience mlr provides pre-defined Tasks for each type of learning problem. These are used throughout this tutorial in order to get shorter and more readable code.
Type | Task | Description |
---|---|---|
classif | bc.task | Wisconsin Breast Cancer classification task |
iris.task | Iris classification task | |
pid.task | PimaIndiansDiabetes classification task | |
sonar.task | Sonar classification task | |
cluster | agri.task | European Union Agricultural Workforces clustering task |
mtcars.task | Motor Trend Car Road Tests clustering task | |
costsens | costiris.task | Iris cost-sensitive classification task |
multilabel | yeast.task | Yeast multilabel classification task |
regr | bh.task | Boston Housing regression task |
surv | lung.task | NCCTG Lung Cancer survival task |
wpbc.task | Wisonsin Prognostic Breast Cancer (WPBC) survival task |