Monge-Elkan similarity

$$sim_{ME}(x, y) = \frac{1}{|x|} \sum_{i=1}^{|x|} \max_{j=1,|y|}(sim(x_i, y_j))$$

Where $sim$ can be any other similarity measure.

Reading

• Monge, Alvaro E. and Charles Peter Elkan. “The Field Matching Problem: Algorithms and Applications.” Knowledge Discovery and Data Mining (1996). ↗