Tree-Based Machine Learning Methods in SAS Viya
Discover how to build decision trees using SAS Viya! 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,...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cary, NC
SAS Institute
2022
|
| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | Discover how to build decision trees using SAS Viya! 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 |
|---|---|
| Item Description: | Description based upon print version of record |
| Physical Description: | 364 p. |
| ISBN: | 1954846649 1954846657 9781954846647 |