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Table 6 Long range accuracy evaluation 2. Average long range accuracy values at δ = 1 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) 63.86% 62.60% 58.92%
RaptorX-Contact (94) 52.13% 47.50% 45.58%
rf_full (78) 45.64% 43.45% 40.88%
MLiD (94) 42.77% 39.65% 37.26%
rf_select (78) 42.18% 39.99% 36.88%
svm (78) 42.05% 36.87% 34.20%
DCA (88) 39.76% 36.20% 33.73%
sda_Ensemble (78) 32.82% 31.02% 29.85%
IASL-COPE (91) 32.07% 28.93% 27.30%
sda_unbalanced (78) 29.17% 27.67% 26.52%
MULTICOM-NOVEL (94) 25.73% 25.21% 25.11%
sda_balanced (78) 21.60% 20.91% 21.60%
raghavagps-paaint (76) 17.63% 18.13% 18.41%
PLCT (91) 15.67% 16.61% 16.46%
Pcons-net (87) 15.29% 15.85% 16.27%
FoDTcm (32) 8.55% 8.89% 8.73%