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Run-time and Overall Accuracy of the Classifiers (* processing time for fusion feature vector of data from microphone and piezoelectric).
| Classifier | Mean Run-Time for Each Segmented Database | Overall Accuracy (%) | Overall Accuracy Median (%) | ||
|---|---|---|---|---|---|
| Feature Extraction | Training | Classification | |||
| ANN | 81 | 20.8 | 0.9 | 97.5 | 83.8 |
| SVM | 81 | 24.8 | 0.6 | 95.1 | 86.9 |
| HSVM | 325 * | 156.9 * | 2.4 * | 96.6 | 91.8 |
