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Logistic regression model composition and accuracy with the dataset
| Pmean | Pplat | PEEP | Ppeak | SOFA scores | SAPS II | pH | RR | pO2 | FiO2 | AUC | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Model1 | Yes | 0.70 | |||||||||
| Model2 | Yes | Yes | 0.70 | ||||||||
| Model3 | Yes | Yes | Yes | 0.70 | |||||||
| Model4 | Yes | Yes | Yes | Yes | 0.70 | ||||||
| Model5 | Yes | Yes | Yes | Yes | Yes | 0.72 | |||||
| Model6 | Yes | Yes | Yes | Yes | Yes | Yes | 0.73 | ||||
| Model7 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | 0.74 | |||
| Model8 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | 0.75 | ||
| Model9 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | 0.77 | |
| Model10 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | 0.77 |
