Advanced machine-learning techniques in drug discovery
نویسندگان
چکیده
منابع مشابه
Drug Discovery by Machine Learning Method
The aim of this work is to create a one-class classification model using the method of support vector clustering and evaluate its usefulness in drug discovery. The one-class classification model is tested on both sonar data and 5-HT2A-binding compound data. From the results, 88.99 % accuracy is obtained for sonar data and 93.269 % testing accuracy is obtained for classification of 5-HT2Abinding...
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ژورنال
عنوان ژورنال: Drug Discovery Today
سال: 2021
ISSN: 1359-6446
DOI: 10.1016/j.drudis.2020.12.003