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Table 8 Medium range accuracy evaluation 3. Average medium 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) 70.76% 63.23% 54.96%
RaptorX-Contact (94) 51.91% 46.01% 39.47%
Pcons-net (87) 43.51% 40.64% 39.66%
MLiD (94) 41.01% 37.69% 32.81%
PLCT (91) 39.02% 40.10% 40.85%
MULTICOM-NOVEL (94) 38.75% 36.89% 34.79%
rf_full (78) 33.08% 29.68% 26.09%
IASL-COPE (91) 32.14% 29.43% 29.02%
rf_select (78) 31.28% 26.68% 22.65%
DCA_cpp (88) 30.98% 25.07% 19.91%
sda_Ensemble (78) 23.72% 23.01% 19.64%
svm (78) 18.33% 17.03% 16.64%
sda_unbalanced (78) 16.99% 15.51% 14.25%
sda_balanced (78) 15.90% 16.90% 16.05%
raghavagps-paaint (76) 13.42% 13.16% 13.69%
FoDTcm (32) 1.56% 4.18% 5.22%