分配系数
分拆(数论)
分子内力
多元统计
Atom(片上系统)
相关系数
标准差
数学
线性回归
化学
应用数学
算法
统计
计算机科学
组合数学
色谱法
立体化学
嵌入式系统
作者
Renxiao Wang,Ying Fu,Luhua Lai
出处
期刊:Journal of Chemical Information and Computer Sciences
[American Chemical Society]
日期:1997-05-01
卷期号:37 (3): 615-621
被引量:426
摘要
A new method is presented for the calculation of partition coefficients of solutes in octanol/water. Our algorithm, XLOGP, is based on the summation of atomic contributions and includes correction factors for some intramolecular interactions. Using this method, we calculate the log P of 1831 organic compounds and analyze the derived parameters by multivariate regression to generate the final model. The correlation coefficient for fitting this training database is 0.968, and the standard deviation is 0.37. The result shows that our method for log P estimation is applicable to quantitative structure−activity relationship studies and gives better results than other more complicated atom-additive methods.
科研通智能强力驱动
Strongly Powered by AbleSci AI