Metric | Performance (95 CI) |
---|
Accuracy | 0.73 (0.58–0.88) |
Precision | 0.79 (0.60–0.95) |
Recall | 0.87 (0.67–1.00) |
f1-score | 0.82 (0.70–0.92) |
auROC | 0.77 (0.57–0.90) |
C-index | 0.76 (0.56–0.89) |
- Accuracy: number of correct predictions/total number of all predictions
- Precision: number of correct positive predictions/number of positive predictions
- Recall: number of correct positive predictions/number of all positive individuals
- F1-score: the harmonic mean of precision and recall
- auROC: area under the receiver operating characteristic curve
- C-index: concordance index