Abstract With a set of attributes we describe the state of each taxa studied. With these data four indeces were used in order to classify the genus Lygodium : euclidean distance, city block metric, correlation coefficient method, and simple matching coefficient method. In all cases the cluster was accomplished with the single link agglomerative method. The implications and properties of using different sets of indices are discussed.