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Table 7 Short range accuracy evaluation 3. Average short range accuracy values at δ = 0 resolution for the top 10, top L/10, and top L/5 contact predictions from various predictors (with our methods listed in bold font) evaluated on CASP11 targets and sorted by Top 10 accuracy scores

From: Predicting protein residue-residue contacts using random forests and deep networks

Method Top 10 L/10 L/5
CONSIP2 (94) 76.18% 66.18% 55.85%
MULTICOM-NOVEL (94) 60.58% 53.84% 50.71%
PLCT (91) 54.94% 57.13% 57.47%
RaptorX-Contact (94) 54.89% 50.02% 43.04%
rf_full (78) 52.18% 42.91% 35.28%
rf_select (78) 46.41% 38.68% 31.11%
sda_unbalanced (78) 39.77% 38.67% 38.80%
sda_Ensemble (78) 39.49% 33.57% 28.57%
Pcons-net (87) 37.32% 34.20% 33.66%
sda_balanced (78) 35.38% 30.67% 25.13%
IASL-COPE (91) 33.01% 30.40% 30.36%
svm (78) 30.90% 28.40% 24.64%
DCA_cpp (88) 18.78% 14.74% 12.85%
raghavagps-paaint (76) 15.92% 15.46% 15.14%
FoDTcm (32) 5.00% 7.29% 8.05%
MLiD (94) N/A N/A N/A