The SVM drug-likeness model was generated using the SVM-light package (Joachims 1999).
The prediction method and web interface was implemented by modlab.
If you wish to use SVM-DrugLikeness in your research, please cite:
1. Byvatov E, Fecher U, Sadowski J, Schneider G. 2003. Comparison of Support Vector Machine and Artificial Neural Network Systems for Drug/Nondrug Classification. Manuscript submitted.
2.Joachims T. 1999. Making large-Scale SVM Learning Practical.
In B. Schölkopf, C. Burges and A. Smola, eds. Advances in Kernel Methods -
Support Vector Learning.