Table 7.
Profile information of dataset used for emotion detection. Min Value and Max Value are the Minimum and Maximum values in the dataset. Std. Dev is the standard deviation.
| Attribute | Type | Min Value | Max Value | Mean | Std. Dev |
|---|---|---|---|---|---|
| EMG-f1 | Numeric | 1.24 | 329.11 | 3.644 | 6.438 |
| EMG-f2 | Numeric | 0 | 192.05 | 1.147 | 5.582 |
| EMG-f3 | Numeric | 0 | 50.115 | 0.017 | 0.196 |
| EMG-f4 | Numeric | 0 | 7.29 | 0.003 | 0.022 |
| EMG-f5 | Numeric | 0 | 50.594 | 0.014 | 0.188 |
| EMG-f6 | Numeric | 0 | 7.29 | 0.003 | 0.021 |
| BVP-f1 | Numeric | 20.717 | 58.378 | 33.545 | 0.82 |
| BVP-f2 | Numeric | 1.002 | 48.439 | 9.023 | 4.736 |
| BVP-f3 | Numeric | 0 | 36.351 | 0.085 | 0.47 |
| BVP-f4 | Numeric | 0 | 0.493 | 0.008 | 0.022 |
| BVP-f5 | Numeric | 0 | 37.159 | 0.076 | 0.614 |
| BVP-f6 | Numeric | 0 | 0.417 | 0.007 | 0.018 |
| GSR-f1 | Numeric | 1.41 | 12.996 | 4.905 | 2.318 |
| GSR-f2 | Numeric | 0 | 0.973 | 0.025 | 0.051 |
| GSR-f3 | Numeric | 0 | 12.108 | 0.002 | 0.071 |
| GSR-f4 | Numeric | 0 | 3.358 | 0.001 | 0.013 |
| GSR-f5 | Numeric | 0 | 12.113 | 0.002 | 0.1 |
| GSR-f6 | Numeric | 0 | 3.362 | 0 | 0.018 |
| Respiration-f1 | Numeric | 37.853 | 64.598 | 56.82 | 6.802 |
| Respiration-f2 | Numeric | 0 | 3.252 | 0.297 | 0.319 |
| Respiration-f3 | Numeric | 0 | 63.365 | 0.016 | 0.707 |
| Respiration-f4 | Numeric | 0 | 3.306 | 0.009 | 0.023 |
| Respiration-f5 | Numeric | 0 | 63.365 | 0.018 | 0.999 |
| Respiration-f6 | Numeric | 0 | 3.33 | 0.001 | 0.016 |
| Emotion | Nominal | - | - | - | - |