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Ensemble Machine Learning: Methods and Applications

From Cha Zhang




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 | #4289536 in Books |  Cha Zhang |  2012-02-17 | Original language:English | PDF # 1 |  9.21 x.81 x6.14l,1.44 | File type: PDF | 332 pages

 | Ensemble Machine Learning

|| ||From the reviews:|“The book itself is written by an ensemble of experts. Each of the 11 chapters is written by one or more authors, and each approaches the subject from a different direction. … This is an excellent book for someone who has alread

It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed “ensemble learning” by researchers in computational intelligence and machine learning, it is known to improve a decision system’s robustness and accuracy. Now, fresh developments are allowing researchers to unleash the power of ensemble learning in an increasing range of real-world applications....

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