Table 5 Evaluation results. Case 1 is using the dictionary feature. Case 2 is not using the dictionary feature. "TP", "FP", and "FN" are the numbers of true-positives, false-positives, and false-negatives.
From: Gene/protein name recognition based on support vector machine using dictionary as features
| Â | run | Precision | Recall | Balanced f-score | TP | FP | FN |
|---|---|---|---|---|---|---|---|
| Â | 1st | 0.8245 | 0.7416 | 0.7809 | 4412 | 939 | 1537 |
case 1 | 2nd | 0.8230 | 0.7433 | 0.7811 | 4422 | 951 | 1527 |
| Â | 3rd | 0.8225 | 0.7408 | 0.7795 | 4407 | 951 | 1542 |
case 2 | without dictionary matching | 0.8122 | 0.7075 | 0.7562 | 4209 | 973 | 1740 |