Table 2:
Results of Multi-corpus Training on the Twitter and Dailystrength Datasets.
Test Set | Twitter (ADR) | DailyStrength (ADR) | Twitter (Indication) | DailyStrength (Indication) |
---|---|---|---|---|
Training Set | P/R/F1 | P/R/F1 | P/R/F1 | P/R/F1 |
ADRMine [14] | 0.76/0.68/0.72 | 0.86/0.78/0.82 | - | - |
0.82/0.72/0.77 | 0.72/0.69/0.71 | 0.50/0.21/0.30 | 0.80/0.21/0.33 | |
DailyStrength | 0.77/0.57/0.66 | 0.90/0.82/0.86 | 0.19/0.54/0.28 | 0.84/0.76/0.80 |
Twitter + DailyStrength | 0.87/0.73/0.79 | 0.89/0.84/0.87 | 0.59/0.46/0.52 | 0.89/0.71/0.79 |