Table 8 Performance of ten-fold cross-validation decision tree methods with various feature sets on identifying direct evidence instances.
From: Extracting rate changes in transcriptional regulation from MEDLINE abstracts
| Â | TP | FP | FN | TN | Prec.(%) | Rec.(%) | F1(%) | Acc.(%) |
|---|---|---|---|---|---|---|---|---|
Baseline features [11] | 131 | 88 | 80 | 58 | 59.82 | 62.09 | 60.93 | 52.94 |
All rules features | 149 | 102 | 62 | 44 | 59.36 | 70.62 | 64.50 | 54.06 |
Original combined features | 175 | 121 | 36 | 25 | 59.12 | 82.94 | 69.03 | 56.02 |
Combined features | 185 | 122 | 26 | 24 | 60.26 | 87.68 | 71.43 | 58.54 |