Research Article
SBugLocater: Bug Localization Based on Deep Matching and Information Retrieval
Table 2
Performance of SBugLocater with different lengths of snippets.
| Project | Metrics | Snippet length | 50 | 100 | 150 | 200 | 250 |
| Eclipse UI | Accuracy@1 | 37.3 | 41.4 | 43.8 | 44.0 | 43.2 | Accuracy@5 | 56.8 | 65.3 | 69.0 | 68.2 | 67.4 | Accuracy@10 | 65.1 | 74.3 | 79.7 | 77.0 | 75.9 |
| JDT | Accuracy@1 | 35.4 | 44.0 | 45.3 | 44.3 | 43.1 | Accuracy@5 | 52.3 | 67.3 | 70.6 | 70.6 | 67.4 | Accuracy@10 | 59.1 | 79.6 | 82.4 | 81.5 | 76.1 |
| SWT | Accuracy@1 | 36.4 | 41.2 | 43.7 | 42.3 | 40.2 | Accuracy@5 | 59.9 | 68.3 | 71.6 | 72.3 | 68.3 | Accuracy@10 | 62.3 | 75.1 | 80.3 | 80.0 | 74.9 |
| Tomcat | Accuracy@1 | 32.4 | 45.5 | 52.0 | 51.0 | 48.0 | Accuracy@5 | 53.5 | 66.0 | 74.3 | 74.0 | 65.7 | Accuracy@10 | 61.0 | 75.3 | 83.1 | 83.1 | 74.5 |
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