How is a data-driven approach better than random choice in label space division for multi-label classification?

Piotr Szymański, Tomasz Kajdanowicz, Kristian Kersting

We propose using five data-driven community detection approaches from social networks to partition the label space for the task of multi-label classification as an alternative to r…