Combining Evaluation Metrics via the Unanimous Improvement Ratio and its Application to Clustering Tasks

no code implementations • 18 Jan 2014 • Enrique Amigó, Julio Gonzalo, Javier Artiles, Felisa Verdejo

This paper introduces the Unanimous Improvement Ratio (UIR), a measure that complements standard metric combination criteria (such as van Rijsbergen's F-measure) and indicates how robust the measured differences are to changes in the relative weights of the individual metrics.

Clustering Text Clustering