Table 3 Comparison of IUPforest-L with other predictors on test set Peng-DB.*
From: Large-scale prediction of long disordered regions in proteins using random forests
Measure(%) | sen | spe | MCC | Spro | Bacc | Sw | AUC |
|---|---|---|---|---|---|---|---|
IUPforest-L | 39.1 | 98.3 | 24.8 | 38.4 | 68.7 | 41.0 | 83.2 |
DisEMBL | 43.2 | 89.9 | 10.1 | 38.8 | 66.5 | 33.1 | 73.7 |
DISOPRED2 | 40.9 | 96.7 | 19.3 | 39.5 | 68.8 | 39.6 | 80.0 |
FoldIndex | 49.1 | 84.4 | 85.8 | 41.4 | 66.7 | 35.7 | N/A |
FoldUnfold | 37.9 | 90.9 | 31.0 | 34.5 | 64.4 | 19.0 | N/A |
IUPred | 43.2 | 92.8 | 12.8 | 40.1 | 68.0 | 36.1 | 75.2 |
POODLE-L | 39.9 | 96.8 | 18.6 | 38.9 | 68.3 | 36.7 | 79.8 |
RONN | 42.3 | 96.3 | 18.3 | 40.7 | 69.3 | 38.6 | 79.2 |
Spritz (long) | 23.1 | 96.9 | 18.6 | 22.4 | 60.0 | -19 | N/A |
VL3H | 40.2 | 96.8 | 11.8 | 38.9 | 68.5 | 65.6 | 91.3 |
VSL2 | 58.2 | 92.9 | 14.6 | 54.1 | 75.6 | 61.0 | 85.4 |
VSL2B | 42.2 | 95.7 | 16.9 | 40.4 | 69.0 | 38.0 | 78.9 |