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Department of Statistics
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Department
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Professors emeritus
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Prof. Dr. Claus Weihs
Research
e of ensembles and individual trees is compared. The package covers the optimization of ctrees for 2-level, multilevel, and multilabel classifications as well as for regression. Subsampling percentages [...] for the classes in classification and for observations and predictors in regression. NEW in version 2 from August 2025: A second kind of subsampling called “structured sampling” is implemented for clas [...] regression. By these functions, repeated measurements data can be analyzed, too. Moreover, multilabel 2-stage versions of classification and regression trees are now implemented as well as interdependent …