From: MeSH indexing based on automatically generated summaries
Positives | TP | FP | Micro P | Micro R | Micro F1 | Macro P | Macro R | Macro F1 | |
---|---|---|---|---|---|---|---|---|---|
Fulltext | 18185 | 12089 | 20125 | 0.3753 | 0.6648 | 0.4797 | 0.4651 | 0.6163 | 0.5301 |
Medline | 18185 | 11117 | 7531 | 0.5961 | 0.6113 | 0.6036 | 0.5409 | 0.5834 | 0.5614 |
Gr-sum (15%) | 18185 | 11323 | 9982 | 0.5315 | 0.6227 | 0.5735 | 0.5051 | 0.5713 | 0.5362 |
Gr-sum (30%) | 18185 | 11747 | 12585 | 0.4828 | 0.6460 | 0.5526 | 0.4932 | 0.5938 | 0.5388 |
Gr-sum (50%) | 18185 | 11971 | 15304 | 0.4389 | 0.6583 | 0.5267 | 0.4843 | 0.6094 | 0.5397 |
CF-sum (15%) | 18185 | 11955 | 15311 | 0.4385 | 0.6574 | 0.5261 | 0.4823 | 0.6083 | 0.5380 |
CF-sum (30%) | 18185 | 11971 | 15355 | 0.4381 | 0.6583 | 0.5261 | 0.4823 | 0.6082 | 0.5380 |
CF-sum (50%) | 18185 | 11999 | 16050 | 0.4278 | 0.6598 | 0.5191 | 0.4781 | 0.6108 | 0.5364 |