Table 5 Model fit statistics based on the predictions from the five models using both example datasets
From: Guide to evaluating performance of prediction models for recurrent clinical events
Exacerbations (OPCRD) | Seizures (SANAD) | |||||
|---|---|---|---|---|---|---|
Model | RMPSE | MAPE | Prediction bias | RMPSE | MAPE | Prediction bias |
Negative binomial | 1.25 | 1.35 | 0.11 | 20.70 | 1.23 | 18.43 |
ZINB | 1.23 | 1.33 | 0.11 | 21.48 | 1.45 | 30.51 |
Andersen-Gill | 0.99 | 0.86 | 0.87 | 26.25 | 1.61 | − 48.01 |
PWP | 0.95 | 0.86 | 0.87 | 1.79 | 0.51 | − 3.15 |