Table 3.
MMRI-v3 Predictive Statistics
MMRI-v3 Cut Point | Sensitivity | Specificity | PPV | NPV | C-statistic+ |
---|---|---|---|---|---|
11 | 100.0 | 0.1 | 32.9 | 100.0 | 0.495 |
16 | 99.7 | 3.3 | 33.6 | 95.8 | 0.510 |
21 | 98.2 | 16.5 | 36.6 | 94.8 | 0.567 |
26 | 93.6 | 37.4 | 42.3 | 92.3 | 0.650 |
31 | 84.7 | 59.1 | 50.4 | 88.7 | 0.715 |
32 | 82.1 | 63.4 | 52.4 | 87.8 | 0.724 |
33 | 79.5 | 67.2 | 54.3 | 86.9 | 0.730 |
34 | 76.8 | 70.9 | 56.5 | 86.2 | 0.735 |
35* | 73.7 | 74.2 | 58.4 | 85.2 | 0.737 |
36 | 70.5 | 77.1 | 60.1 | 84.2 | 0.735 |
37 | 67.0 | 79.7 | 61.9 | 83.1 | 0.731 |
38 | 63.6 | 82.3 | 63.8 | 82.2 | 0.726 |
39 | 60.0 | 84.5 | 65.6 | 81.2 | 0.719 |
40 | 56.5 | 86.6 | 67.5 | 80.2 | 0.712 |
41 | 53.2 | 88.4 | 69.3 | 79.4 | 0.703 |
46 | 35.7 | 94.9 | 77.3 | 75.0 | 0.648 |
51 | 21.0 | 98.0 | 83.6 | 71.6 | 0.591 |
56 | 10.3 | 99.4 | 89.2 | 69.3 | 0.544 |
61 | 4.1 | 99.9 | 93.5 | 68.0 | 0.515 |
66 | 1.3 | 100.0 | 94.2 | 67.3 | 0.501 |
71 | 0.2 | 100.0 | 93.9 | 67.1 | 0.496 |
C-statistics reported represent the average from 10-fold cross-validation
MMRI-v3 = 35 is score at which c-statistic reached maximum value