Table 6 Accuracy for 30-day mortality
No | Model | Training cohort | Validation cohort | ||
|---|---|---|---|---|---|
Number of models | Accuracy (95% CI) | Number of models | ACC (95% CI) | ||
1 | LR | 4 | 0.7893 [0.6364; 0.8891] | 3 | 0.8095 [0.7946; 0.8236] |
2 | RF | 1 | 0.8429 [0.8289; 0.8560] | 5 | 0.8533 [0.7843; 0.9029] |
3 | ANN | 1 | 0.7669 [0.7623; 0.7714] | Â | Â |
4 | DT | 3 | 0.8209 [0.6871; 0.9054] | Â | Â |
5 | SVM | Â | Â | 3 | 0.8014 [0.7862; 0.8157] |
6 | NB | 3 | 0.8845 [0.8104; 0.9321] | Â | Â |
7 | AdaBoost | 1 | 0.8088 [0.7937; 0.8230] | Â | Â |
8 | BN | 2 | 0.9212 [0.9068; 0.9335] | Â | Â |
9 | Other | 2 | 0.6536 [0.5015; 0.7797] | Â | Â |
10 | Overall | 17 | 0.8257 [0.7694; 0.8707] | 11 | 0.8282 [0.7922; 0.8591] |