Table 8.
Cross-validation of three datasets collected from study subject NM.
Sensors | Valid/Train NM1/NM2 + NM3 Classif./Regr. |
Valid/Train NM2/NM1 + NM3 Classif./Regr. |
Valid/Train NM3/NM1 + NM2 Classif./Regr. |
---|---|---|---|
EDA+ST+BVP | 74.4 /98.3 | 77.5/99.3 | 50.1/52.6 |
EDA+BVP | 62.4/77.2 | 32.0 /50.0 | 51.0/52.4 |
BVP+ST | 85.5/98.8 | 50.0/60.4 | 52.3/52.1 |
EDA+ST | 69.3/85.6 | 80.6/99.4 | 48.2/52.6 |
EDA | 63.8/80.1 | 32.9/68.3 | 49.6/51.0 |
BVP | 74.5/78.7 | 64.8/87.4 | 51.9/50.9 |
ST | 69.3/69.4 | 50.0/51.1 | 56.9/61.2 |