Research Article
Drug-Drug Interaction Extraction via Convolutional Neural Networks
Table 4
Comparison between our CNN-based system and other state-of-the-art systems (%).
| Systems | DrugBank | MEDLINE | Overall | | | | | | | | | |
| Our system | 77.02 | 66.74 | 71.52 | 61.43 | 45.26 | 52.12 | 75.72 | 64.66 | 69.75 | Kim et al. [12] | — | — | 69.80 | — | — | 38.20 | — | — | 67.00 | FBK-irst [11] | 66.70 | 68.60 | 67.60 | 41.90 | 37.90 | 39.80 | 64.60 | 65.60 | 65.10 | WBI [13] | 65.70 | 60.90 | 63.20 | 45.30 | 30.50 | 36.50 | 64.20 | 57.90 | 60.90 | UTurku [14] | 73.80 | 53.50 | 62.00 | 59.30 | 16.80 | 26.20 | 73.20 | 49.90 | 59.40 | NIL_UCM [15] | 56.60 | 57.90 | 57.30 | 35.70 | 15.80 | 21.90 | 55.70 | 53.80 | 54.80 | UC3M | 51.80 | 59.80 | 55.50 | 26.50 | 28.40 | 27.40 | 49.50 | 56.80 | 52.90 | UWM-TRIADS [16] | 45.20 | 52.40 | 48.50 | 31.20 | 32.60 | 31.90 | 43.90 | 50.50 | 47.00 | SCAI [17] | 54.60 | 40.40 | 46.40 | 62.50 | 31.60 | 42.00 | 55.10 | 39.50 | 46.00 | UColorado_SOM [18] | 28.80 | 44.10 | 34.90 | 17.30 | 41.10 | 24.40 | 27.20 | 43.80 | 33.60 |
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