Table 5 Class wise performance comparison of our models with baseline methods
From: Dependency-based long short term memory network for drug-drug interaction extraction
Models | Advice | Effect | Mechanism | Int | MAVG |
|---|---|---|---|---|---|
DLSTM1 | 80.85 | 68.37 | 75.35 | 49.00 | 68.39 |
DLSTM2 | 77.00 | 69.47 | 74.61 | 51.03 | 68.27 |
CNN | 77.72 | 69.32 | 70.23 | 46.37 | 65.91 |
Kim | 72.50 | 66.20 | 69.30 | 48.30 | 64.10 |
FBK-irst | 69.20 | 62.80 | 67.90 | 54.70 | 64.80 |
UTurku | 63.00 | 60.00 | 58.20 | 50.70 | 58.70 |
NIL_UCM | 61.30 | 48.90 | 51.50 | 42.70 | 53.50 |