Table 6.
Classification accuracy for (Bound—Free) using LOOCV.
Naïve Bayes | C4.5 | Logistic Regression | SVM | K-Nearest | Random Forest | Boosting | Bagging | |
---|---|---|---|---|---|---|---|---|
Chest | 80.94% | 81.15% | 85.13% | 85.46% | 84.27% | 85.81% | 81.99% | 83.19% |
Wrist | 76.87% | 80.63% | 87.19% | 87.31% | 82.33% | 86.20% | 83.04% | 84.58% |
Thigh | 69.73% | 72.63% | 79.70% | 80.05% | 75.98% | 80.23% | 80.31% | 74.16% |