Species model | Tested species | Window size (s) | Summary statistics | Algorithm | Classification performance | Swallow | Still | Locomotion | Weighted average | Overall accuracy |
---|---|---|---|---|---|---|---|---|---|---|
C. horridus | C. oreganus | 3 | All | RF | Precision | 0.51 | 0.42 | 0.73 | 0.55 | 0.47 |
 |  |  |  |  | Recall | 0.50 | 0.76 | 0.16 | 0.47 |  |
 |  |  |  |  | F1-score | 0.51 | 0.54 | 0.27 | 0.44 |  |
C. horridus | C. viridis | 3 | All | RF | Precision | 0.50 | 0.53 | 0.66 | 0.56 | 0.54 |
 |  |  |  |  | Recall | 0.56 | 0.68 | 0.39 | 0.54 |  |
 |  |  |  |  | F1-score | 0.53 | 0.6 | 0.49 | 0.54 |  |
C. oreganus | C. horridus | 6 | All | RF | Precision | 0.64 | 0.87 | 0.46 | 0.66 | 0.53 |
 |  |  |  |  | Recall | 0.91 | 0.07 | 0.62 | 0.53 |  |
 |  |  |  |  | F1-score | 0.61 | 0.12 | 0.63 | 0.46 |  |
C. oreganus | C. viridis | 6 | All | RF | Precision | 0.45 | 1.00 | 0.57 | 0.67 | 0.51 |
 |  |  |  |  | Recall | 0.73 | 0.00 | 0.79 | 0.51 |  |
 |  |  |  |  | F1-score | 0.56 | 0.01 | 0.67 | 0.41 |  |
C. viridis | C. horridus | 3 | All | RF | Precision | 0.37 | 0.50 | 0.37 | 0.49 | 0.42 |
 |  |  |  |  | Recall | 0.83 | 0.18 | 0.25 | 0.42 |  |
 |  |  |  |  | F1-score | 0.51 | 0.26 | 0.36 | 0.38 |  |
C. viridis | C. oreganus | 3 | All | RF | Precision | 0.47 | 0.71 | 0.66 | 0.61 | 0.58 |
 |  |  |  |  | Recall | 0.46 | 0.61 | 0.68 | 0.58 |  |
 |  |  |  |  | F1-score | 0.55 | 0.66 | 0.54 | 0.58 |  |