Sensitivity | Specificity | PPV | NPV | Accuracy | |
---|---|---|---|---|---|
ICD-9-CM-based model | 35.29 (6/17) | 96.98 (803/828) | 19.35 (6/31) | 98.65 (803/814) | 95.74 (809/845) |
Model 1 | 5.88 (1/17) | 99.76 (826/828) | 33.33 (1/3) | 98.10 (826/842) | 97.87 (827/845) |
Model 2 | 52.94 (9/17) | 97.46 (807/828) | 30.00 (9/30) | 99.02 (807/815) | 96.57 (816/845) |
Model 3 | 100.00 (17/17) | 2.42 (20/828) | 2.06 (17/825) | 100.00 (20/20) | 4.38 (37/845) |
Model 4 | 94.12 (16/17) | 94.93 (786/828) | 27.59 (16/58) | 99.87 (786/787) | 94.91 (802/845) |
Model 5 | 88.24 (15/17) | 99.28 (822/828) | 71.43 (15/21) | 99.76 (822/824) | 99.05 (838/845) |