From: Automated annotation of chemical names in the literature with tunable accuracy
 | MAA on title and full abstract | MAA on title, first and last sentences of abstract | MAA on title-only | ||||||
---|---|---|---|---|---|---|---|---|---|
 | P | R | F | P | R | F | P | R | F |
Free Text | 0.272 | 0.651 | 0.384 | 0.401 | 0.399 | 0.400 | 0.545 | 0.297 | 0.385 |
Relative Nodes | 0.318 | 0.764 | 0.450 | 0.483 | 0.511 | 0.497 | 0.627 | 0.385 | 0.477 |
MeSH Filter | 0.538 | 0.735 | 0.621 | 0.710 | 0.480 | 0.573 | 0.861 | 0.366 | 0.513 |
Tokens&Rules | 0.578 | 0.704 | 0.635 | 0.750 | 0.451 | 0.563 | 0.907 | 0.331 | 0.485 |
Proteins&Genes | 0.581 | 0.702 | 0.635 | 0.759 | 0.443 | 0.560 | 0.914 | 0.328 | 0.482 |
TP Filter 0.025 | 0.660 | 0.651 | 0.655 | 0.828 | 0.409 | 0.547 | 0.942 | 0.304 | 0.460 |
TP Filter 0.15 | 0.677 | 0.647 | 0.661 | 0.844 | 0.405 | 0.548 | 0.949 | 0.302 | 0.458 |
TP Filter 0.30 | 0.687 | 0.634 | 0.660 | 0.852 | 0.399 | 0.543 | 0.952 | 0.297 | 0.452 |
TP Filter 0.40 | 0.716 | 0.589 | 0.646 | 0.871 | 0.371 | 0.521 | 0.960 | 0.277 | 0.430 |