Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions

Giovanni Seni

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Lingua: inglese

Editore: Morgan and Claypool Publishers, 2010

1608452840 / 9781608452842

Da: World of Books (was SecondSale), Montgomery, IL, U.S.A.World of Books (was SecondSale)

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Venditore AbeBooks dal 20 dicembre 2007

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Descrizione dell’articolo da parte del venditore

This book is aimed at novice and advanced analytic researchers and practitioners -- especially in Engineering, Statistics, and Computer Science. Those with little exposure to ensembles will learn why and how to employ this breakthrough method, and advanced practitioners will gain insight into building even more powerful models. Throughout, snippets of code in R are provided to illustrate the algorithms described and to encourage the reader to try the techniques. The authors are industry experts in data mining and machine learning who are also adjunct professors and popular speakers. Although early pioneers in discovering and using ensembles, they here distill and clarify the recent groundbreaking work of leading academics (such as Jerome Friedman) to bring the benefits of ensembles to practitioners.

Codice articolo CIN1608452840G

Titolo
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions
Autore
Giovanni Seni
Editore
Morgan and Claypool Publishers
Anno di pubblicazione
2010
Condizione
Good
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1608452840
ISBN 13
9781608452842

World of Books (was SecondSale)

Montgomery, IL, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 20 dicembre 2007

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 4 a 12 giorni lavorativiDa 3 a 6 giorni lavorativi
Primo articoloEUR 0,00EUR 9,78
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