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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. Cambridge: MIT-Press. p 41-56.