Table 4. Results obtained for the classification of the external validation sequence dataset for each predictor, where TP corresponds to the number of true positives, TN to the number of true negatives, FP to the number of false positives and FN to the number of false negatives.
TP | TN | FP | FN | Sensitivity [95% CI] | Specificity [95% CI] | PPV [95% CI] | NPV [95% CI] | Accuracy [95% CI] | p-value | |
---|---|---|---|---|---|---|---|---|---|---|
APPNN | 298 | 112 | 30 | 43 | 87.4 [83.4, 90.6] | 78.9 [70.9, 85.0] | 90.9 [87.2, 93.6] | 72.3 [64.9, 78.8] | 84.9 [81.2, 87.6] | - |
Aggrescan | 284 | 97 | 45 | 57 | 83.3 [78.9, 87.0] | 68.3 [59.7, 75.7] | 86.3 [82.1, 89.7] | 63.0 [55.1, 70.6] | 78.9 [74.9, 82.4] | 0.90 |
Amylpred | 248 | 120 | 22 | 93 | 72.7 [68.1, 77.3] | 84.5 [77.9, 89.9] | 91.9 [88.2, 94.7] | 56.3 [49.3, 63.0] | 76.2 [72.3, 79.7] | 0.51 |
Amylpred2 | 271 | 122 | 20 | 70 | 79.5 [75.3, 83.7] | 85.9 [79.6, 90.9] | 93.1 [89.9, 95.7] | 63.5 [56.4, 70.3] | 81.4 [77.6, 84.7] | 1.00 |
Foldamyloid | 306 | 74 | 68 | 35 | 89.7 [86.3, 92.5] | 52.1 [43.9, 60.0] | 81.8 [77.6, 85.5] | 67.9 [58.7, 76.2] | 78.7 [74.9, 82.0] | 0.73 |
Metamyl | 296 | 107 | 35 | 45 | 86.8 [82.9, 90.1] | 75.4 [67.9, 81.7] | 89.4 [85.5, 92.4] | 70.4 [62.5, 77.2] | 83.4 [79.5, 86.3] | 1.00 |
Pafig | 331 | 68 | 74 | 10 | 97.1 [94.8, 98.6] | 47.9 [40.2, 56.3] | 81.7 [77.3, 85.3] | 87.2 [78.4, 93.8] | 82.6 [78.7, 85.7] | 1.00 |
Pasta | 224 | 124 | 18 | 117 | 65.7 [60.8, 70.6] | 87.3 [81.1, 91.9] | 92.6 [88.6, 95.3] | 51.5 [45.2, 57.9] | 72.0 [67.7, 75.6] | 0.03 |
Pasta2 | 208 | 129 | 13 | 133 | 61.0 [55.7, 65.7] | 90.8 [85.1, 94.7] | 94.1 [90.5, 96.8] | 49.2 [43.2, 55.6] | 69.8 [65.4, 73.5] | 2.32E-03 |
Tango | 191 | 132 | 10 | 150 | 56.0 [50.4, 60.9] | 93.0 [87.7, 96.5] | 95.0 [91.1, 97.5] | 46.8 [41.1, 53.0] | 66.9 [62.3, 70.8] | 4.07E-05 |
Waltz | 168 | 132 | 10 | 173 | 49.3 [43.8, 54.5] | 93.0 [87.7, 96.5] | 94.4 [90.2, 97.1] | 43.3 [37.7, 49.2] | 62.1 [57.3, 66.0] | 2.42E-07 |
Zyggregator | 228 | 116 | 26 | 113 | 66.9 [62.0, 72.0] | 81.7 [74.8, 87.5] | 89.8 [85.4, 93.0] | 50.7 [44.4, 57.5] | 71.2 [67.2, 75.4] | 0.01 |