Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries

• Main Authors: Kumar, P., Ma, X., Liu, X., Jia, J., Bucong, H., Xue, Y., Li, Z.R., Yang, S.Y., Wei, Y.Q., Chen, Y.Z.
• Other Authors: PHARMACY
• Format: Article
• Published: 2014
• Subjects: Bioinformatics; Computer aided drug design; Drug safety; Genotoxicity; Machine learning; Statistical learning; Support vector machine
• Online Access: http://scholarbank.nus.edu.sg/handle/10635/105889
• Institution: National University of Singapore

10.1007/s10822-011-9431-3