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Table 3 Long range accuracy evaluation 1. Average long range accuracy values at δ = 2 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) 71.71% 70.18% 67.30%
RaptorX-Contact (94) 61.60% 56.80% 55.63%
rf_full (78) 54.49% 52.98% 52.09%
MLiD (94) 53.51% 49.98% 46.99%
svm (78) 52.44% 48.75% 46.25%
rf_select (78) 50.77% 50.05% 48.66%
DCA _cpp(88) 47.07% 44.10% 40.82%
sda_Ensemble (78) 43.85% 42.65% 42.16%
sda_unbalanced (78) 37.91% 38.81% 37.78%
IASL-COPE (91) 37.58% 34.87% 33.70%
sda_balanced (78) 35.51% 33.90% 34.19%
MULTICOM-NOVEL (94) 27.97% 27.25% 27.12%
raghavagps-paaint (76) 26.50% 26.37% 26.68%
Pcons-net (87) 17.72% 18.41% 18.93%
FoDTcm (32) 17.71% 17.45% 18.10%
PLCT (91) 16.87% 17.24% 17.08%