Enhanced co-occurrence distances for categorical data in unsupervised learning

Abstract

Distance metrics for categorical data play an important role in unsupervised learning such as clustering. They also dramatically affect learning accuracy and computational complexities. Recently, two co-occurrence methods, Co-occurrence Distance based on