Although this is relatively low for a classification task, these results improve upon the baseline classification scheme (all extracted terms are useful for indexing) with an F 1 -score of 0.182 .
non-lexical features can be leveraged, albeit to a small degree with our current features and classifier, in automatically selecting useful image indexing terms.