a second category of computational techniques, ligand based methods such as QSAR are used. From the dataset obtained from a series of lead compounds, 2D or 3D descriptors are generated. QSAR equations are derived based on the 2D descriptors, and usually a pharmacophore model is created from the 3D descriptors. The QSAR equation and the pharmacophore model are used to suggest new compounds with improved activity.