Table 3 Single DogFACS variable predictive performance.
Model | DogFACS variables | Test | Train | Positive (test) | Negative | ||||
|---|---|---|---|---|---|---|---|---|---|
Accuracy | Precision | Recall | F1 | Precision | Recall | F1 | |||
Decision tree/ XGBoost/ Random forest | Eyes up (1) | 0.71 | 0.71 | 0.68 | 0.69 | 0.68 | 0.70 | 0.73 | 0.71 |
Decision tree/ XGBoost/ Random forest | Ears flattener (1) | 0.66 | 0.67 | 0.66 | 0.62 | 0.64 | 0.64 | 0.67 | 0.67 |
