Ensemble Methods in Data Mining
Improving Accuracy Through Combining Predictions
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 discoverin…
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Produktdetails
Weitere Autoren: Elder, John
- ISBN: 978-1-60845-284-2
- EAN: 9781608452842
- Produktnummer: 6554444
- Verlag: Morgan & Claypool Publishers
- Sprache: Englisch
- Erscheinungsjahr: 2010
- Seitenangabe: 128 S.
- Masse: H23.5 cm x B19.1 cm x D0.7 cm 255 g
- Abbildungen: Paperback
- Gewicht: 255
2 weitere Werke von Giovanni Seni:
Ensemble Methods in Data Mining
Improving Accuracy Through Combining Predictions
Improving Accuracy Through Combining Predictions
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