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.

Task Title
agri.task European Union Agricultural Workforces clustering task
bc.task Wisconsin Breast Cancer classification task
bh.task Boston Housing regression task
costiris.task Iris cost-sensitive classification task
iris.task Iris classification task
lung.task NCCTG Lung Cancer survival task
mtcars.task Motor Trend Car Road Tests clustering task
pid.task PimaIndiansDiabetes classification task
sonar.task Sonar classification task
wpbc.task Wisonsin Prognostic Breast Cancer (WPBC) survival task