Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions Giovanni Seni

ISBN: 9781608452842

Published:

Paperback

128 pages


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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions  by  Giovanni Seni

Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions by Giovanni Seni
| Paperback | PDF, EPUB, FB2, DjVu, audiobook, mp3, RTF | 128 pages | ISBN: 9781608452842 | 6.27 Mb

This book by Seni and Elder provides a timely, concise introduction to this topic. After an intuitive, highly accessible sketch of the key concerns in predictive learning, the book takes the readers through a shortcut into the heart of the popularMoreThis book by Seni and Elder provides a timely, concise introduction to this topic.

After an intuitive, highly accessible sketch of the key concerns in predictive learning, the book takes the readers through a shortcut into the heart of the popular tree-based ensemble creation strategies, and follows that with a compact yet clear presentation of the developments in the frontiers of statistics, where active attempts are being made to explain and exploit the mysteries of ensembles through conventional statistical theory and methods.

-- Tin Kam Ho, Bell Labs, Alcatel-Lucent



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