| BR | LP | RAk EL | 2BR | CLR | ML-k NN | BP-MLL |
---|---|---|---|---|---|---|---|
Hamming Loss | 0.1943 | 0.1964 | 0.1849 | 0.1953 | 0.1930 | 0.2616 | 0.2064 |
Accuracy | 0.5185 | 0.5887 | 0.5876 | 0.5293 | 0.5271 | 0.3427 | 0.5626 |
Precision | 0.6677 | 0.6840 | 0.7071 | 0.6895 | 0.6649 | 0.5184 | 0.6457 |
Recall | 0.5938 | 0.7065 | 0.6962 | 0.6004 | 0.6142 | 0.3802 | 0.7234 |
F 1 | 0.6278 | 0.6945 | 0.7009 | 0.6411 | 0.6378 | 0.4379 | 0.6814 |
Subset acc. | 0.2759 | 0.3511 | 0.3395 | 0.2839 | 0.2830 | 0.1315 | 0.2869 |
Micro prec. | 0.7351 | 0.6760 | 0.7081 | 0.7280 | 0.7270 | 0.6366 | 0.6541 |
Micro rec. | 0.5890 | 0.7101 | 0.6925 | 0.5958 | 0.6103 | 0.3803 | 0.7189 |
Micro F1 | 0.6526 | 0.6921 | 0.6993 | 0.6540 | 0.6622 | 0.4741 | 0.6840 |
Micro AUC | 0.7465 | 0.8052 | 0.8241 | 0.7475 | 0.8529 | 0.7540 | 0.8474 |
Macro prec. | 0.6877 | 0.6727 | 0.7059 | 0.6349 | 0.7036 | 0.4608 | 0.6535 |
Macro rec. | 0.5707 | 0.7018 | 0.6765 | 0.5722 | 0.5933 | 0.3471 | 0.7060 |
Macro F1 | 0.6001 | 0.6782 | 0.6768 | 0.5881 | 0.6212 | 0.3716 | 0.6681 |
Macro AUC | 0.7343 | 0.8161 | 0.8115 | 0.7317 | 0.8374 | 0.7185 | 0.8344 |
One-error | 0.3038 | 0.3389 | 0.2593 | 0.2964 | 0.2512 | 0.3894 | 0.2946 |
Coverage | 2.4378 | 1.9300 | 1.9983 | 2.4482 | 1.6914 | 2.2715 | 1.7664 |
Ranking loss | 0.2776 | 0.1867 | 0.1902 | 0.2770 | 0.1456 | 0.2603 | 0.1635 |
Avg. precis. | 0.7378 | 0.7632 | 0.7983 | 0.7392 | 0.8167 | 0.7104 | 0.7961 |