Research Article
A Buffer Overflow Prediction Approach Based on Software Metrics and Machine Learning
Table 7
Accuracy and time of Java dataset.
| ā | SVM | Bayes | Adaboost | Random forest | Decision tree |
| Accuracy (%) | 87.16 | 57.95 | 49.40 | 87.41 | 87.44 | Recall rate (%) | 59.56 | 48.25 | 34.98 | 59.64 | 59.64 | Precision rate (%) | 58.74 | 44.28 | 33.11 | 58.91 | 58.93 | Running time (s) | 104.32 | 9.98 | 8.99 | 12.94 | 11.99 |
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