Skip to main content
. 2020 Dec 16;15(12):e0241696. doi: 10.1371/journal.pone.0241696

Table 5. Weights given to features in each classifier (ascending order).

Wing extension classifier Lunge classifier Headbutt classifier
Feature Weight Feature Weight Feature Weight
log_max_wing_ang 5.678 norm_axis_ratio 3.416 log_vel 3.569
facing_angle 2.690 dist_to_other 1.948 dist_to_other 2.298
norm_mean_wing_length 2.249 norm_mean_wing_length 1.870 facing_angle 1.230
log_min_wing_ang 1.152 facing_angle 1.616 log_ang_vel 1.165
dist_to_wall 1.118 log_max_wing_ang 0.937 dist_to_wall 1.119
norm_axis_ratio 0.867 leg_dist 0.899 leg_dist 1.049
log_fg_body_ratio 0.661 dist_to_wall 0.697 norm_mean_wing_length 0.960
leg_dist 0.650 log_vel 0.625 log_max_wing_ang 0.853
log_vel 0.498 angle_between 0.539 log_fg_body_ratio 0.842
dist_to_other 0.342 log_min_wing_ang 0.459 norm_axis_ratio 0.816
log_ang_vel 0.228 log_fg_body_ratio 0.411 norm_contrast 0.774
norm_contrast 0.133 norm_contrast 0.406 log_min_wing_ang 0.380
angle_between 0.110 log_ang_vel 0.246 angle_between 0.334
  • Features in brown indicate relative features