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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery Giovanni Seni
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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery
Giovanni Seni
Ensemble combine multiple models into one usually more accurate than the best of its components. Ensembles can provide a critical boost to industrial challenges where predictive accuracy is more vital than model interpretability. Ensembles are useful with all modeling algorithms, but this book focuses on decision trees to explain them clearly.
128 pages, black & white illustrations
| Medios de comunicación | Libros Paperback Book (Libro con tapa blanda y lomo encolado) |
| Publicado | 24 de febrero de 2010 |
| ISBN13 | 9781608452842 |
| Editores | Morgan & Claypool Publishers |
| Páginas | 126 |
| Dimensiones | 192 × 235 × 8 mm · 231 g |
| Lengua | Inglés |
| Editor | Grossman, Robert |
Ver todo de Giovanni Seni ( Ej. Paperback Book )