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Support Vector Machine In Chemistry 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Chen, Nianyi/ Lu, Wencong/ Yang, Jie/ Li, Guozheng 作者

World Scientific Pub Co Inc

译者

2004-9 出版日期

331 页数

$ 140.00 价格

HRD

丛书系列

9789812389220 图书编码

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Support Vector Machine In Chemistry 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology.

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