Ensemble Machine Learning 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Zhang, Cha; Ma, Yunqian; 作者

译者

2012-2 出版日期

340 页数

$ 202.27 价格

丛书系列

9781441993250 图书编码

Ensemble Machine Learning 在线电子书图书标签: 机器学习 MachineLearning 集成方法 Ensemble

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Ensemble Machine Learning 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Ensemble Machine Learning 在线电子书图书描述

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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