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Results of detection the myocardial infarction and healthy electrocardiogram signals, after applying the optimization process on support vector machine kernel parameters
| Method | Kernel | Grasshopper Papulation | Number of GOA runs | Iteration | Sensitivity | Specificity | Accuracy |
|---|---|---|---|---|---|---|---|
| SVM classifier | Linear | 5 | 100 | 100 | 100±0 | 100±0 | 100±0 |
| RBF | 5 | 100 | 100 | 100±0 | 100±0 | 100±0 | |
| Pol | 5 | 100 | 100 | 100±0 | 100±0 | 100±0 |
SVM – Support vector machine; GOA – Grasshopper optimization algorithm; RBF – Radial basis function
