Label Filters for Large Scale Multilabel Classification

Alexandru Niculescu-Mizil, Ehsan Abbasnejad

Abstract: When assigning labels to a test instance, most multilabel and multiclass classifiers systematically evaluate every single label to decide whether it is relevant or not. This linear scan over labels...