Research Article
Computer-Aided Diagnostics of Heart Disease Risk Prediction Using Boosting Support Vector Machine
Table 2
Comparative confusion matrices of different methods.
| Method | Confusion matrix |
| Random forest | 47 | 8 | 7 | 28 |
| Multilayer Perceptron | 46 | 9 | 9 | 26 |
| Decision tree | 48 | 7 | 8 | 27 |
| Naïve Bayes | 47 | 8 | 5 | 30 |
| Logistic regression | 45 | 10 | 4 | 31 |
| Boosting SVM | 51 | 4 | 2 | 33 |
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