From: Building a protein name dictionary from full text: a machine learning term extraction approach
 | Textractor | NLProt | Union | ||||||
---|---|---|---|---|---|---|---|---|---|
PubMedID | Correct | Incorrect | Precision | Rel. Recall | Correct | Incorrect | Precision | Rel. Recall | Correct |
12629548 | 41 | 19 | 68% | 67% | 37 | 77 | 32% | 59% | 63 |
12629549 | 38 | 3 | 93% | 84% | 32 | 79 | 29% | 40% | 50 |
12640462 | 23 | 17 | 58% | 100% | 1 | 13 | 7% | 4% | 23 |
12640463 | 18 | 17 | 51% | 36% | 46 | 77 | 37% | 87% | 53 |
12640464 | 67 | 18 | 79% | 72% | 50 | 26 | 66% | 50% | 100 |
12669071 | 14 | 8 | 64% | 54% | 19 | 35 | 35% | 73% | 26 |
12669072 | 14 | 3 | 82% | 65% | 18 | 27 | 40% | 51% | 26 |
12669073 | 27 | 1 | 96% | 81% | 25 | 31 | 45% | 53% | 39 |
12669075 | 19 | 7 | 73% | 73% | 16 | 26 | 38% | 47% | 26 |
12669077 | 19 | 5 | 79% | 73% | 16 | 38 | 30% | 39% | 28 |
12669082 | 86 | 26 | 77% | 68% | 82 | 87 | 49% | 65% | 126 |
12669083 | 64 | 13 | 83% | 58% | 81 | 74 | 52% | 72% | 112 |
12679784 | 25 | 7 | 78% | 58% | 26 | 37 | 41% | 60% | 43 |
12692559 | 54 | 26 | 68% | 60% | 67 | 77 | 47% | 55% | 99 |
micro-evaluation | 509 | 170 | 75% | 63% | 516 | 704 | 42% | 63% | 814 |
macro-evaluation | Â | Â | 75% | 67% | Â | Â | 39% | 54% | Â |