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Classification accuracy for (Sudden—Sustained) using LOOCV.
| Naïve Bayes | C4.5 | Logistic Regression | SVM | K-Nearest | Random Forest | Boosting | Bagging | |
|---|---|---|---|---|---|---|---|---|
| Chest | 78.15% | 82.85% | 86.89% | 87.46% | 85.15% | 87.51% | 84.44% | 84.55% |
| Wrist | 78.14% | 79.69% | 81.66% | 82.26% | 83.39% | 84.34% | 78.84% | 78.25% |
| Thigh | 49.20% | 71.87% | 66.03% | 64.78% | 75.39% | 73.97% | 72.45% | 73.86% |
