avgPPVtop10 statistics.
The quality of predictive models built from data in terms of avgPPVtop10 statistics and their distribution. Only models that passed the AUROC > 0.70 threshold are included. Higher avgPPVtop10 values reflect models that are stronger for predicting outliers and alerts. The N/A entry records the number of models for which less than 10 patient instances had action a =1.
| avgPPVtop10 range | # of lab-order omission models | # of medication-order omission models | total # of models |
|---|---|---|---|
|
| |||
| (0.90, 1.00] | 77 | 62 | 139 |
| (0.80, 0.90] | 12 | 22 | 34 |
| (0.70, 0.80] | 4 | 24 | 28 |
| (0.60, 0.70] | 4 | 18 | 22 |
| (0.50, 0.60] | 2 | 30 | 32 |
| (0.40, 0.50] | 5 | 28 | 33 |
| (0.30, 0.40] | 4 | 17 | 21 |
| (0.20, 0.30] | 6 | 33 | 39 |
| (0.10, 0.20] | 17 | 72 | 89 |
| [0, 0.10] | 38 | 304 | 342 |
| N/A | 8 | 80 | 88 |
|
| |||
| all | 177 | 690 | 867 |