Species model | Tested species | Window size (s) | Summary statistics | Algorithm | Classification performance | Strike | Still | Locomotion | Weighted average | Overall accuracy |
---|---|---|---|---|---|---|---|---|---|---|
C. horridus | C. oreganus | 0.4 | All | RF | Precision | 1.00 | 0.38 | 0.49 | 0.62 | 0.63 |
 |  |  |  |  | Recall | 0.88 | 0.02 | 1.00 | 0.63 |  |
 |  |  |  |  | F1-score | 0.93 | 0.05 | 0.65 | 0.54 |  |
C. horridus | C. viridis | 0.4 | All | RF | Precision | 1.00 | 0.00 | 0.45 | 0.48 | 0.55 |
 |  |  |  |  | Recall | 0.73 | 0.00 | 0.91 | 0.55 |  |
 |  |  |  |  | F1-score | 0.85 | 0.00 | 0.60 | 0.48 |  |
C. oreganus | C. horridus | 0.4 | All | RF | Precision | 0.4 | 0.00 | 0.78 | 0.39 | 0.46 |
 |  |  |  |  | Recall | 1.00 | 0.00 | 0.39 | 0.46 |  |
 |  |  |  |  | F1-score | 0.57 | 0.00 | 0.52 | 0.36 |  |
C. oreganus | C. viridis | 0.4 | All | RF | Precision | 0.34 | 0.00 | 0.89 | 0.41 | 0.36 |
 |  |  |  |  | Recall | 0.99 | 0.00 | 0.09 | 0.36 |  |
 |  |  |  |  | F1-score | 0.51 | 0.00 | 0.16 | 0.22 |  |
C. viridis | C. horridus | 0.4 | All | RF | Precision | 0.75 | 0.00 | 0.60 | 0.45 | 0.67 |
 |  |  |  |  | Recall | 1.00 | 0.00 | 1.00 | 0.67 |  |
 |  |  |  |  | F1-score | 0.86 | 0.00 | 0.75 | 0.54 |  |
C. viridis | C. oreganus | 0.4 | All | RF | Precision | 1.00 | 0.56 | 0.93 | 0.83 | 0.73 |
 |  |  |  |  | Recall | 0.98 | 1.00 | 0.21 | 0.73 |  |
 |  |  |  |  | F1-score | 0.99 | 0.72 | 0.35 | 0.68 |  |