Table 2.
Mean performance metrics of the Recur CDI-IBD obtained from 5-fold cross-validation on the training data
| Metric | Mean value | SD (±) |
|---|---|---|
|
| ||
| Accuracy | 72.75% | 2.34% |
| AUC | 0.82 | 0.03 |
| Sensitivity | 0.78 | 0.09 |
| Specificity | 0.75 | 0.08 |
| Precision | 0.72 | 0.08 |
| Recall | 0.71 | 0.07 |
| F1-score | 0.72 | 0.07 |
AUC, area under the receiver operating characteristic curve; CDI, Clostridioides difficile infection; IBD, inflammatory bowel disease.
The model demonstrated consistent discrimination between recurrent and nonrecurrent CDI within 60 d.