Using semantic relatedness to improve the evaluation of multi-label classifiers

Different evaluation techniques can be used in order to assess the quality of a multi-label classification task. The most commonly used performance measures in classification are the classic information retrieval notions of precision and recall. These measures assume independence between the target labels meaning that the assignment of a label...