Table 4.
Values of precision, recall, F-Measure, specificity of LOSO model SVM IW (all values are expressed in %). The gestures are classified as follows: HA stands for Hand, GL stands for Glass, FK stands for Fork, SP stands for Spoon, CP stands for Cup, PH stands for Phone, TB stands for Toothbrush, HB stands for Hairbrush and HD stands for Hair dryer.
| HA | GL | FK | SP | CP | PH | TB | HB | HD | |
|---|---|---|---|---|---|---|---|---|---|
| Precision | 89.60 | 88.58 | 88.84 | 93.83 | 96.87 | 98.36 | 98.56 | 80.57 | 71.27 |
| Recall | 96.88 | 98.88 | 81.63 | 83.63 | 89.00 | 97.75 | 85.38 | 88.63 | 79.38 |
| F-Measure | 93.09 | 93.44 | 85.08 | 88.43 | 92.77 | 98.06 | 91.49 | 84.40 | 75.10 |
| Specificity | 98.43 | 98.22 | 98.60 | 99.24 | 99.65 | 99.77 | 99.83 | 97.09 | 95.75 |