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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