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Table 3 Correlation coefficients (CCs), Deviation and Root Mean Square Errors (RMSEs) for RWCO predictions using 15-fold cross-validations. The results are expressed as Mean ± Standard Deviation.

From: Predicting residue-wise contact orders in proteins by support vector regression

Performance

LS

LS+AA

LS+W

LS+SS

LS+W+AA

LS+W+SS

LS+W+AA+SS

LS+W+AA+SS_raw

CC

0.55 ± 0.02

0.56 ± 0.02

0.56 ± 0.02

0.58 ± 0.02

0.57 ± 0.02

0.59 ± 0.02

0.60 ± 0.02

0.58 ± 0.03

DevAp

0.94 ± 0.07

0.93 ± 0.06

0.92 ± 0.06

0.90 ± 0.07

0.91 ± 0.06

0.89 ± 0.06

0.87 ± 0.05

0.90 ± 0.07

RMSE_norm

0.82 ± 0.02

0.81 ± 0.02

0.80 ± 0.02

0.79 ± 0.02

0.79 ± 0.02

0.79 ± 0.02

0.78 ± 0.01

-

RMSE_raw

3.21 ± 0.07

3.18 ± 0.06

3.15 ± 0.06

3.10 ± 0.06

3.12 ± 0.06

3.07 ± 0.06

3.05 ± 0.06

3.09 ± 0.07