Table 5. Variable importance for individual level random forest model in gulls analysis.

Model	Variables with highest importance
Classification	yt−9, yt−35, yt−28, yt−15, yt−22
Velocity for state = 1	vyt−1, vxt−1, xt−1, yt−2, dist
Velocity for state = 2	vyt−1, vxt−1, dist, vyt−2, vxt−2
Velocity for state = 3	vxt−1, vyt−1, yt−1, yt−2,xt−2
Velocity for state = 4	vyt−1, vxt−1, dist, vyt−2, vyt−44