# of labels predicted from each model | ||||
---|---|---|---|---|
MetaLabeler | SVM Tuned | SVM Vanilla | LLDA | |
Data set A | ||||
Improve micro-F | 10751 | 15002 | ||
Improve F [13] | 11256 | 14497 | ||
MULE | 25192 | 561 | ||
Improve micro-F | 19549 | 6204 | ||
Improve F [13] | 15293 | 10460 | ||
MULE | 25322 | 431 | ||
Improve micro-F | 18862 | 6891 | ||
Improve F [13] | 12900 | 12853 | ||
MULE | 25702 | 51 | ||
Improve micro-F | 8213 | 17037 | 503 | |
Improve F [13] | 8723 | 16351 | 679 | |
MULE | 25210 | 526 | 17 | |
Improve micro-F | 10066 | 2938 | 2499 | 250 |
Improve F [13] | 10887 | 2815 | 11782 | 269 |
MULE | 24814 | 174 | 760 | 5 |
Data set B | ||||
Improve micro-F | 4252 | 12059 | ||
Improve F [13] | 4699 | 11612 | ||
MULE | 16053 | 258 | ||
Improve micro-F | 9342 | 6969 | ||
Improve F [13] | 10920 | 5391 | ||
MULE | 15826 | 485 | ||
Improve micro-F | 1500 | 14811 | ||
Improve F [13] | 801 | 15510 | ||
MULE | 15998 | 313 | ||
Improve micro-F | 1804 | 12774 | 1733 | |
Improve F [13] | 1732 | 12688 | 1891 | |
MULE | 16121 | 38 | 152 | |
Improve micro-F | 3817 | 494 | 11331 | 669 |
Improve F [13] | 4198 | 400 | 11053 | 660 |
MULE | 15736 | 144 | 117 | 43 |