Model | Kappa [95% CI] | Accuracy | Specificity | Sensitivity | AUC |
---|
1 | 0.14 [0.09–0.19] | 57% | 60% | 53% | 0.61 |
2 | 0.53 [0.48–0.57] | 75% | 74% | 77% | 0.81 |
3 | 0.55 [0.51–0.59] | 76% | 76% | 76% | 0.84 |
4 | 0.58 [0.54–0.62] | 78% | 78% | 78% | 0.85 |
- The first model consisted of MooMonitor + behavioral metrics. The second model contained data on lactation and DIM, the third model added the behavioral metrics to that, and the fourth model added live weight and production data on top of the data of the third model