The Virtual Screening of the Drug Protein with a Few Crystal Structures Based on the Adaboost-SVM

Using the theory of machine learning to assist the virtual screening (VS) has been an effective plan. However, the quality of the training set may reduce because of mixing with the wrong docking poses and it will affect the screening efficiencies. To solve this problem, we present a method using the...

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Bibliographic Details
Main Authors: Meng-yu Wang, Peng Li, Pei-li Qiao
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2016/4809831