Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery - Giovanni Seni - Books - Morgan & Claypool Publishers - 9781608452842 - February 24, 2010
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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

Media Books     Paperback Book   (Book with soft cover and glued back)
Released February 24, 2010
ISBN13 9781608452842
Publishers Morgan & Claypool Publishers
Pages 126
Dimensions 192 × 235 × 8 mm   ·   231 g
Language English  
Editor Grossman, Robert

See all of Giovanni Seni ( e.g. Paperback Book )