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Summary of Data Mining Classification Accuracies for different walking orientations for patient 118
| Patient | Walking Orientation | Algorithm | CCI | ICI | TP Rate | FP Rate | Precision | Recall | F-Measure | ROC Area |
|---|---|---|---|---|---|---|---|---|---|---|
| 118 | Back | J48 DT | 52.1% | 47.9% | 52.1% | 48.9% | 51.8% | 52.1% | 50.8% | 56.5% |
| Front | SVM | 74.3% | 25.7% | 74.3% | 27.1% | 74.2% | 74.3% | 74.2% | 73.6% | |
| Left (LHS) | IBK | 98.1% | 1.9% | 98.1% | 0.0% | 98.1% | 98.1% | 98.1% | 98.1% | |
| Right (RHS) | J48 DT | 61.7% | 38.3% | 61.7% | 37.3% | 78.4% | 61.7% | 55.4% | 62.2% |
