Table 6 The novel proposed confusion matrix (NCM) for our proposed stacking ensemble method in this study
From: Development of glaucoma predictive model and risk factors assessment based on supervised models
Threshold | TP | TN | FN | FP | %Acc | %Sen | %Spe |
|---|---|---|---|---|---|---|---|
0 | 80 | 4106 | 7 | 368 | 91.78 | 91.95 | 91.77 |
30 | 74 | 3784 | 13 | 690 | 84.59 | 85.06 | 84.58 |
60 | 70 | 3614 | 17 | 860 | 80.77 | 80.46 | 80.78 |
90 | 64 | 3409 | 23 | 1065 | 76.15 | 73.56 | 76.20 |
100 | 59 | 3200 | 28 | 1274 | 71.45 | 67.82 | 71.52 |