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

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

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