Ensemble Machine Learning pdf epub mobi txt 电子书 下载 2024


Ensemble Machine Learning

简体网页||繁体网页
Zhang, Cha; Ma, Yunqian;
2012-2
340
$ 202.27
9781441993250

图书标签: 机器学习  MachineLearning  集成方法  Ensemble   


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发表于2024-12-27

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

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

Ensemble Machine Learning pdf epub mobi txt 电子书 下载 2024



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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.

Ensemble Machine Learning 下载 mobi epub pdf txt 电子书

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