Ensemble Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Zhang, Cha; Ma, Yunqian; 作者

譯者

2012-2 出版日期

340 頁數

$ 202.27 價格

叢書系列

9781441993250 圖書編碼

Ensemble Machine Learning 在線電子書圖書標籤: 機器學習 MachineLearning 集成方法 Ensemble

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Ensemble Machine Learning 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Ensemble Machine Learning 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Ensemble Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Ensemble Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Ensemble Machine Learning 在線電子書圖書描述

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. Ensemble learning algorithms such as "boosting" and "random forest" facilitate solutions to key computational issues such as face recognition and are now being applied in areas as diverse as object tracking and bioinformatics. Responding to a shortage of literature dedicated to the topic, this volume offers comprehensive coverage of state-of-the-art ensemble learning techniques, including the random forest skeleton tracking algorithm in the Xbox Kinect sensor, which bypasses the need for game controllers. At once a solid theoretical study and a practical guide, the volume is a windfall for researchers and practitioners alike.

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