Table 11.
The number of gestures recognized (i.e., classes), number of gestures per person in the training set (NGpPT), the number of people who participated in the training (NPT), the number of gestures per person in the evaluation set (NGpPE), the type of gestures recognized, the state of the EMG data used, and the duration of the gestures (DG).
| ID SPS | Classes | NGpPT | NPT | NGpPE | TGR | StEMG | DG (s) |
|---|---|---|---|---|---|---|---|
| SPS 1 | 4 | 20 | 13 | 20 | Static | NI | 5 |
| SPS 2 | 5 | 25 | 10 | 150 | Static | NI | STG |
| SPS 3 | 6 | 300 | 1 | 300 | Static | Steady and Transient | 4 |
| SPS 4 | 8 * | NI | NI | NI | Static | NI | NI |
| SPS 5 | 9 * | 90 | 5 | NI | Static | NI | NI |
| SPS 6 | 13 * | 65 | 8 | 65 | Static | NI | 4 |
| SPS 7 | 5 | 25 | 14 | 25 | Static | NI | NI |
| SPS 8 | 5 | 25 | 10 | 150 | Static | NI | STG |
| SPS 9 | 5 | 25 | 10 | 150 | Static | NI | STG |
| SPS 10 | 3 * | 15 | 1 | NI | Static | NI | NI |
| SPS 11 | 8 * | 80 | 6 | NI | Static | NI | 10 |
| SPS 12 | 10 | NI | NI | NI | Static | NI | NI |
| SPS 13 | 9 | NI | 17 | NI | Static | NI | NI |
| SPS 14 | 4 | NI | NI | NI | Static | NI | 1 |
| SPS 15 | 3 | 18 | 3 | 150 | Static | NI | NI |
| SPS 16 | 10 | 300 | 4 | NI | Static | Transient | STG |
| SPS 17 | 17 * | 13600 | 5 | 1700 | Static | NI | NI |
| SPS 18 | 20 | NI | NI | NI | Static | NI | 30 |
| SPS 19 | 6 | NI | NI | NI | Static | NI | STG |
| SPS 20 | 7 * | 21 | NI | NI | Static | NI | 1 |
| SPS 21 | 13 * | 65 | 8 | 65 | Static | NI | 4-6 |
| SPS 22 | 4 | NI | 20 | NI | Static | NI | NI |
| SPS 23 | 6 | NI | 80 | NI | Static | NI | NI |
| SPS 24 | 6 | 300 | 1 | 300 | Static | NI | NI |
| SPS 25 | 26 | 1040 | 1 | 520 | Static and Dynamic | NI | 2 |
| SPS 26 | 3 | NI | 4 | NI | Static | NI | NI |
| SPS 27 | 7 * | NI | 4 | NI | Static | NI | NI |
| SPS 28 | 6 * | 18 | 9 | 42 | Static | Steady | 3 |
| SPS 29 | 4 | NI | NI | NI | Static | NI | NI |
| SPS 30 | 3 * | NI | 1 | NI | Static | NI | NI |
| SPS 31 | 6 * | 54 | 5 | 36 | Static | NI | 5-6 |
| SPS 32 | 8 | NI | 10 | NI | Static | NI | 5 |
| SPS 33 | 10 | 500 | 6 | 1800 | Static | NI | STG |
| SPS 34 | 7 * | 28 | 19 | 84 | Static | NI | 0.95 |
| SPS 35 | 5 | 250 | 50 | 250 | Static | NI | STG |
| SPS 36 | 6 * | 30 | 10 | 150 | Static | NI | STG |
| SPS 37 | 5 * | 20 | 6 | 10 | Static | NI | 5 |
| SPS 38 | 2 * | NI | 5 | NI | Static | NI | NI |
| SPS 39 | 5 | 40 | 5 | 160 | Static | NI | 4 |
| SPS 40 | 9 * | 90 | 10 | 90 | Static | Steady | 5 |
| SPS 41 | 9 * | 540 | 3 | 540 | Static | Steady | 3 |
| SPS 42 | 6 | NI | 8 | NI | Static | NI | 5 |
| SPS 43 | 8 | NI | NI | NI | Static | Steady and Transient | 5 |
| SPS 44 | 6 * | 180 | 1 | 150 | Static | NI | NI |
| SPS 45 | 47 | 94 | 5 | 47 | NI | Steady | 6 |
| SPS 46 | 7 * | NI | 17 | NI | Static | NI | 20 |
| SPS 47 | 9 | NI | 1 | NI | Static | NI | 10 |
| SPS 48 | 6 * | NI | 4 | 150 | Static | Transient | STG |
| SPS 49 | 4 | 40 | 7 | 100 | Static | NI | NI |
| SPS 50 | 5 | 510 | NI | NI | Static | NI | NI |
| SPS 51 | 8 * | 528 | 1 | 176 | Static | NI | 2 |
| SPS 52 | 7 * | 56 | 6 | 48 | Static | NI | 5 |
| SPS 53 | 9 | 450 | 20 | 450 | Static | NI | 1 |
| SPS 54 | 9 * | 250 | NI | 60 | Static | NI | 5 |
| SPS 55 | 13 | NI | 10 | NI | Static | Steady | 6 |
| SPS 56 | 5 | 25 | 12 | 150 | Static | NI | 2 (training), and 5 (testing) |
| SPS 57 | 5 * | 10 | 9 | 48 | Static | NI | 3 |
| SPS 58 | 7 * | 28 | 10 | 144 | Static | NI | 2 |
| SPS 59 | 14 | 56 | 10 | 84 | Static | NI | 7 |
| SPS 60 | 11 * | 33 | 10 | 6 | Static | NI | 3 |
| SPS 61 | 5 * | 75 | 10 | 72 | Static | Steady | 4 |
| SPS 62 | 9 * | 32 | 10 | 48 | Static | NI | 12 |
| SPS 63 | 8 | 32 | 4 | 40 | Static | NI | 3 |
| SPS 64 | 5 * | 40 | 11 | 270 | Static | ni | 3 |
| SPS 65 | 7 * | 21 | 11 | 48 | Static | Steady and Transient | 3 |
NI: Not indicated; *: Including the rest gesture; NGpPT: Number of Gestures per Person in the Training set; NPT: Number of People Who Participated in the Evaluation; NGpPE: Number of Gestures per Person in the Evaluation set; TGR: Type of Gestures Recognized; StEMG: State of the EMG; DG: Duration of the Gestures; STG: Short-Term Gesture.