Abstract: The quantitative structure-activity (QSAR) of a series of antiparasitic furamidine derivatives were investigated using molecular field analysis models. Regression analysis was carried out using genetic partial least squares method. A significant model was generated, and r2=0.963, r2cv=0.940. The model had good predictive ability with r2pred=0.953 using a test set of 4 compounds.