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A new strategy to prevent over-fitting in partial least squares models based on model population analysis |
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| Authors: | Bai-Chuan Deng Yong-Huan Yun Yi-Zeng Liang Dong-Sheng Cao Qing-Song Xu Lun-Zhao Yi Xin Huang |
| Institution: | 1. Department of Chemistry, University of Bergen, Bergen N-5007, Norway;2. School of Chemistry and Chemical Engineering, Central South University, Changsha 410083, PR China;3. School of Pharmaceutical Sciences, Central South University, Changsha 410083, PR China;4. School of Mathematics and Statistics, Central South University, Changsha 410083, PR China;5. Yunnan Food Safety Research Institute, Kunming University of Science and Technology, Kunming 650500, PR China |
| Abstract: | |
| Keywords: | Partial least squares Over-fitting Model population analysis Model selection Model stability Cross-validation |
| 本文献已被 ScienceDirect 等数据库收录！ | |