Objective: Aims of this research are the molecular modeling study of the interaction between BCP analogues and DNA-TOP-I complexes as well as design the support vector machine SVM model for classification BCP compounds with topoisomerase-I inhibitory property. Method: Both ligand-based and structure-based approaches are applied on a series of BCP with antitopoisomerase activity.