In-Depth Research and Analysis of Multilabel Learning Algorithm

Table 2

The details about MLL metrics optimized.

Metrics	instance_wise	label_wise	double_wise
Ranking loss	No	Yes	Yes
Average precision	No	Yes	Yes
One-error	No	Yes	Yes
Coverage	No	Yes	Yes
Instance-AUC	No	Yes	Yes
Macro-AUC	Yes	No	Yes
Micro-AUC	No	No	Yes
Macro-F1	Yes	No	Yes
Instance-F1	No	Yes	Yes
Micro-F1	No	Yes	Yes
Hamming loss	Yes	Yes	Yes