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丛 书 名:Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
版本说明:1
I S B N:(纸本) 9781439857922
出 版 社:CRC Press
出 版 年:2012年
学科分类:08[工学] 0812[工学-计算机科学与技术(可授工学、理学学位)]
摘 要:Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs since optimization is one of the pillars on which