کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5143563 1379157 2017 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
QSAR analysis of the toxicity of phenols and thiophenols using MLR and ANN
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی (عمومی)
پیش نمایش صفحه اول مقاله
QSAR analysis of the toxicity of phenols and thiophenols using MLR and ANN
چکیده انگلیسی
This study shows that the results obtained by MLR were suitable and have served to predict toxicity, but compared to the results of the ANN model, we conclude that the prediction achieved by the latter is more effective and better than MLR model. The statistical results of the predictive performance indicate that the ANN model is statistically significant than the previous reported model based on CART-LS-SVR. Following to the obtained results, our proposed model may be useful to predict of toxicity and risk assessment of chemicals.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Taibah University for Science - Volume 11, Issue 1, January 2017, Pages 1-10
نویسندگان
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