Research Article
A Hybrid Classification System for Heart Disease Diagnosis Based on the RFRS Method
Table 5
Classification results using the four classifiers.
| | Classifiers | Test classification accuracy of (%) | | Sn | Sp | Acc |
| | Ensemble classifier () | 86.67 | 91.67 | 88.89 | | Ensemble classifier () | 93.33 | 87.50 | 92.59 | | Ensemble classifier () | 93.33 | 87.04 | 90.74 | | C4.5 tree | 93.1 | 80 | 87.03 | | Naïve Bayes | 93.75 | 68.18 | 83.33 | | Bayesian Neural Networks (BNN) | 93.75 | 72.72 | 85.19 |
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