Table 2.
Response variable | Model type | Delta AICcnull | Random forest percent variance explained (%) | Covariate name | Coefficient | SE | P |
---|---|---|---|---|---|---|---|
1) Heart rate | All covariates | 2412 | 8.6 | Swimming depth | 0.270 | 0.110 | 0.012 |
Distance to origo | −0.002 | 0.040 | 0.96 | ||||
Body temperature | 0.015 | 0.200 | 0.94 | ||||
Behavioural factors excluded | 9945 | 2.8 | Body temperature | −10.700 | 0.970 | <0.001 | |
AELsp | −1.080 | 0.100 | <0.001 | ||||
AELcum | −0.027 | 0.001 | 0.048 | ||||
2) Swimming depth | All covariates | 1669 | 51.9 | Body temperature | −0.560 | 0.085 | <0.001 |
Distance to origo | −0.270 | 0.014 | <0.001 | ||||
Heart rate | 0.069 | 0.020 | <0.001 | ||||
Behavioural factors excluded | 1702 | 33.1 | Body temperature | −1.300 | 0.130 | <0.001 | |
SELcum | 0.002 | 0.021 | 0.93 | ||||
SELsp | −0.018 | 0.022 | 0.43 | ||||
3) Body acceleration | All covariates | No good models and all covariates were P > 0.05 | |||||
Behavioural factors excluded | No good models and all covariates were P > 0.05 | ||||||
4) Distance from origo | All covariates | 1269 | 45.7 | Swimming depth | −1.300 | 0.110 | <0.01 |
SELcum | 0.033 | 0.026 | 0.21 | ||||
Heart rate | −0.190 | 0.068 | <0.01 | ||||
Behavioural factors excluded | 1827 | 25.1 | Body temperature | 2.000 | 0.360 | <0.001 | |
Zero to peak sound pressure level (P0-pk) | −0.060 | 0.052 | 0.26 | ||||
SELcum | 0.100 | 0.048 | 0.031 |