Table 2 Comparison of IUPforest-L with other predictors on test set Han-ADS1*
From: Large-scale prediction of long disordered regions in proteins using random forests
Measure(%) | sen | spe | MCC | Spro | Bacc | Sw | AUC |
|---|---|---|---|---|---|---|---|
IUPforest-L | 87.5 | 94.4 | 82.3 | 82.6 | 91.0 | 82.1 | 94.3 |
DisEMBL | 43.9 | 93.2 | 44.4 | 40.9 | 68.5 | 37.8 | 76.5 |
DISOPRED2 | 63.1 | 96.2 | 65.8 | 60.7 | 79.7 | 60.2 | 90.0 |
FoldIndex | 67.9 | 84.4 | 52.5 | 57.3 | 76.2 | 52.7 | N/A |
FoldUnfold | 85.5 | 87.7 | 71.0 | 75.0 | 86.6 | 73.4 | N/A |
IUPred | 71.4 | 95.6 | 71.4 | 68.3 | 83.5 | 67.6 | 92.0 |
POODLE-L | 82.2 | 94.9 | 78.8 | 78.0 | 88.6 | 77.4 | 94.0 |
RONN | 54.9 | 96.7 | 60.2 | 53.1 | 75.8 | 52.6 | 86.6 |
Spritz (long) | 62.1 | 96.7 | 65.8 | 60.0 | 79.4 | 59.3 | N/A |
VL3H | 66.4 | 96.1 | 68.3 | 63.8 | 81.3 | 63.2 | 94.5 |
VSL2 | 87.1 | 89.3 | 75.1 | 77.8 | 88.2 | 76.4 | 84.4 |
VSL2B | 70.4 | 94.8 | 69.3 | 66.8 | 82.6 | 65.8 | 91.0 |