Detail kurzu

Decision Tree Modeling

EDU Trainings s.r.o.

Popis kurzu

This course includes discussions of tree-structured predictive models and the methodology for growing, pruning, and assessing decision trees. In addition, this course examines many of the auxiliary uses of trees such as exploratory data analysis, dimension reduction, and missing value imputation.

Obsah kurzu

Tree-Structured Modelsclassification treesregression treesRecursive Partitioningbinary and multiway splitssplitting criteriamissing valuesPruningp-value adjustmentsprofit and loss considerationscross validationclass probability treesAuxiliary Uses of Treesdata explorationdimension reductionimputationEnsembles of Treesbaggingboostinggradient boostingrandom forests

Cieľová skupina

Predictive modelers and data analysts who want to build decision trees using SAS Enterprise Miner software
Certifikát Na dotaz.
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