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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
| Médium | Knihy Paperback Book (Kniha s mäkkou väzbou a lepeným chrbtom) |
| Vydané | 24. februára 2010 |
| ISBN13 | 9781608452842 |
| Vydavatelia | Morgan & Claypool Publishers |
| Strany | 126 |
| Rozmery | 192 × 235 × 8 mm · 231 g |
| Jazyk | Angličtina |
| Editor | Grossman, Robert |