Table 5.
Threshold | Risk threshold % | True negative (count) | False negative (count) | False positive (count) | True positive (count) | Sensitivity (%) | Specificity (%) | Positive predictive value (%) | Negative predictive value (%) |
---|---|---|---|---|---|---|---|---|---|
Top 1% | 58.3 | 436 007 | 58 477 | 2025 | 2969 | 4.8 | 99.5 | 59.5 | 88.2 |
Top 2% | 47.0 | 433 741 | 55 748 | 4291 | 5698 | 9.3 | 99.0 | 57.0 | 88.6 |
Top 3% | 40.2 | 431 282 | 53 212 | 6750 | 8234 | 13.4 | 98.5 | 55.0 | 89.0 |
Top 4% | 35.4 | 428 786 | 50 713 | 9246 | 10 733 | 17.5 | 97.9 | 53.7 | 89.4 |
Top 5% | 31.7 | 426 128 | 48 377 | 11 904 | 13 069 | 21.3 | 97.3 | 52.3 | 89.8 |
Top 10% | 20.3 | 411 084 | 38 447 | 26 948 | 22 999 | 37.4 | 93.8 | 46.0 | 91.4 |
Top 15% | 14.3 | 393 760 | 30 797 | 44 272 | 30 649 | 49.9 | 89.9 | 40.9 | 92.7 |
Top 20% | 10.6 | 374 710 | 24 873 | 63 322 | 36 573 | 59.5 | 85.5 | 36.6 | 93.8 |
Top 25% | 8.2 | 354 411 | 20 198 | 83 621 | 41 248 | 67.1 | 80.9 | 33.0 | 94.6 |
Top 30% | 6.4 | 333 225 | 16 410 | 104 807 | 45 036 | 73.3 | 76.1 | 30.1 | 95.3 |
Top 35% | 5.1 | 311 237 | 13 424 | 126 795 | 48 022 | 78.2 | 71.1 | 27.5 | 95.9 |
Top 40% | 4.2 | 288 786 | 10 901 | 149 246 | 50 545 | 82.3 | 65.9 | 25.3 | 96.4 |
Top 45% | 3.4 | 265 826 | 8887 | 172 206 | 52 559 | 85.5 | 60.7 | 23.4 | 96.8 |
Top 50% | 2.9 | 242 548 | 7191 | 195 484 | 54 255 | 88.3 | 55.4 | 21.7 | 97.1 |