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Computational Intelligence for High-Dimensional Machine Learning: A Feature Selection Perspective and Its Real-World Applications Yu Zhou, Xiao Zhang, Sam Kwong ebook
- Page: 122
- Format: pdf / epub / kindle
- ISBN: 9789819626861
- Publisher: Springer Nature Singapore
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This book focuses on the modelling and optimization aspects of the feature selection problem through computational intelligence methods in complex, high-dimensional supervised machine learning. To aid readers in conducting research in this field, it covers fundamental concepts and state-of-the-art algorithms. This book also provides a detailed insight into applying these algorithms into real-world applications. The authors begin by introducing the definition high-dimensional machine learning (ML)...