Название: Tree-Based Machine Learning Methods in SAS Viya Автор: Sharad Saxena Издательство: SAS Institute Inc. Год: 2022 Формат: ePUB Страниц: 364 Размер: 17,8 Mb Язык: English
Tree-Based Machine Learning Methods in SAS Viya covers everything from using a single tree to more advanced bagging and boosting ensemble methods. The book includes discussions of tree-structured predictive models and the methodology for growing, pruning, and assessing decision trees, forests, and gradient boosted trees. Each chapter introduces a new data concern and then walks you through tweaking the modeling approach, modifying the properties, and changing the hyperparameters, thus building an effective tree-based machine learning model. Along the way, you will gain experience making decision trees, forests, and gradient boosted trees that work for you.