Table 2.
Feature Name | Blocks | Static or Dynamic | Explanation of Features |
---|---|---|---|
Mean | R2, R3, R4, S1, S2, S3 | Static | Mean of the physiological signal in the rest/stress block |
Standard deviation | R2, R3, R4, S1, S2, S3 | Static | Standard deviation of the physiological signal in the rest/stress block |
Trend means of stress phases | S4 − S2, S4 − S3, S3 − S2 | Static | Difference between the means of different stress phases, eg, S4 − S2 |
Trend means of rest phases | R4 − R2, R4 − R3, R3 − R2 | Static | Difference between the means of different rest phases, eg, R4 − R2 |
Response time | S1, S2, S3 | Dynamic | Time in seconds to reach the maximum (HR and GSR)/minimum (ST) starting from the onset of the stress task |
Recovery time | S1, S2, S3 | Dynamic | Time in seconds to reach the minimum (HR and GSR)/maximum (ST) starting from the onset of the rest phase |
Slope | R2, R3, R4, S1, S2, S3 | Dynamic | Slope of a straight line fitted through physiological signal in the rest/stress block |
Trend response times | S4 − S2, S4 − S3, S3 − S2 | Dynamic | Difference between the response times of different stress phases, eg, S4 − S2 |
Trend recovery times | R4 − R2, R4 − R3, R3 − R2 | Dynamic | Difference between the recovery times of different rest phases, eg, R4 − R2 |
Trend slopes of stress phases | S4 − S2, S4 − S3, S3 − S2 | Dynamic | Difference between the slopes of different stress phases, eg, S4 − S2 |
Trend slopes of rest phases | R4 − R2, R4 − R3, R3 − R2 | Dynamic | Difference between the slopes of different rest phases, eg, R4 − R2 |
Abbreviations: GSR, galvanic skin response; HR, heart rate; R, rest phase; S, stress task; ST, skin temperature.