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

Mediji Grāmatas     Paperback Book   (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists 2010. gada 24. februāris
ISBN13 9781608452842
Izdevēji Morgan & Claypool Publishers
Lapas 126
Izmēri 192 × 235 × 8 mm   ·   231 g
Valoda Angļu  
Redaktors Grossman, Robert

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