厕所
格言
相关系数
逐步回归
可预测性
电负性
数量结构-活动关系
线性回归
数学
理论(学习稳定性)
回归
回归分析
决定系数
保留时间
化学
生物系统
统计
色谱法
立体化学
计算机科学
机器学习
有机化学
政治学
生物
法学
出处
期刊:Fine chemicals
日期:2004-01-01
被引量:1
摘要
Quantitative structure—activity relationship (QSAR) studies of the retention time of 62 components of Peucedanum decursivum Maxim were performed,using molecular electronegativity—distance vector(MEDV).Through multiple linear regression (MLR),the correlation coefficient 0.958 is achievesd.We select 7 vectors to build the model through the method of stepwise multiple regression (SMR),the correlation coefficient of which is 0.957.Then the model is evaluated by performing the cross validation with the leave-one-out (LOO) procedure to give R_(CV)=0.933.So we can get the conclusion that the stability and predictability of the model is good.
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