Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery - Giovanni Seni - 图书 - Morgan & Claypool Publishers - 9781608452842 - 2010年2月24日
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Giovanni Seni
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery

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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

介质类型 图书     Paperback Book   (平装胶订图书)
已发行 2010年2月24日
ISBN13 9781608452842
出版商 Morgan & Claypool Publishers
页数 126
商品尺寸 192 × 235 × 8 mm   ·   231 g
语言 英语  
编辑 Grossman, Robert

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