Research Article
A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs
Table 13
Rule extraction comparison for SVMs.
| Dataset | SVM rules Acc. [15] | SVM rules Fid. | SVM #rules | Our rules Acc. | Our Fid. | Our #rules |
| Aust. Cred. Appr. | 85.8 | 90.4 | 34.5 | 85.7 (QSVM-P3) | 98.1 | 20.5 | Breast Cancer | 96.5 | 98.4 | 9.0 | 96.7 (QSVM-G) | 98.7 | 11.6 |
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