Research Article
Fault Localization Analysis Based on Deep Neural Network
Table 7
Effectiveness comparison of four techniques.
| EXAM score | % of the faulty versions | DNN | BPNN | PPDG | Tarantula |
| 100%-99% | 12.29% | 6.56% | 41.94% | 13.93% | 99%–90% | 61.48% | 43.44% | 31.45% | 41.80% | 90%–80% | 21.31% | 24.59% | 13.71% | 5.74% | 80%–70% | 4.10% | 11.48% | 2.42% | 9.84% | 70%–60% | 0.00% | 7.38% | 2.42% | 8.20% | 60%–50% | 0.82% | 3.28% | 5.65% | 7.38% | 50%–40% | 0.00% | 3.28% | 1.61% | 0.82% | 40%–30% | 0.00% | 0.00% | 0.00% | 0.82% | 30%–20% | 0.00% | 0.00% | 0.80% | 4.10% | 20%–10% | 0.00% | 0.00% | 0.00% | 7.38% | 10%–0% | 0.00% | 0.00% | 0.00% | 0.00% |
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