Distinguishing between enzyme sequences & non-enzymes without using alignments.

A conference paper on a method to distinguish between enzyme sequences and non-enzymes without using alignments is presented. It describes support vector machines that are used to develop the method. It also describes a non-redundant dataset from the SWISSPROT database. Only sequences that have an EC number and entries in the ENZYME database were included in the enzyme dataset.