| Predicting the Acute Toxicity of Aromatic Amines by Linear and Nonlinear Regression Methods |
| |
| 作者姓名： | 张晓龙 周志祥 刘阳华 范雪兰 李捍东 王建涛 |
| |
| 基金项目： | Supported by the Ministry of Environmental Protection of China （No. 2011467037） |
| |
| 摘 要： |
|
| 关 键 词： | 线性回归方法 预测能力 急性毒性 芳香胺 QSAR模型 SVM模型 定量构效关系 多元线性回归 |
Predicting the Acute Toxicity of Aromatic Amines by Linear and Nonlinear Regression Methods |
| |
| ZHANG Xiao-Long,ZHOU Zhi-Xiang,LIU Yang-Hua,FAN Xue-Lan,LI Han-Dong,WANG Jian-Tao.Predicting the Acute Toxicity of Aromatic Amines by Linear and Nonlinear Regression Methods[J].Chinese Journal of Structural Chemistry,2014(2):244-252. |
| |
| Authors: | ZHANG Xiao-Long ZHOU Zhi-Xiang LIU Yang-Hua FAN Xue-Lan LI Han-Dong WANG Jian-Tao |
| |
| Institution: | [1]College of Life Science and Bioengineering, Beijing University of Technology, Beijing 100 124, China [2]Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China [3]Chinese Research Academy of Environmental Sciences, Beijing 100012, China |
| |
| Abstract: | |
| |
| Keywords: | aromatic amines acute toxicity quantitative structure-activity relationship（QSAR） support vector machine （SVM） multiple linear regression （MLR） |
| 本文献已被 CNKI 维普 等数据库收录！ |
