[Editor: Barry Shell contributed to this answer.] It depends. Modern taxonomists can set up a hypothesis about relationships and then test the hypothesis. Taxonomists started calling themselves systematists to avoid the taint of alpha-taxonomy. There are mathematical taxonomies that are rigorously precise. There is a spectrum of types of taxonomy from simple loose naming of things all the way to mathematical containment hierarchies. A very good explanation of taxonomy can be found at Wikipedia.