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Table 3 Correlation coefficients (CCs) and root mean square errors (RMSEs) for individual proteins in different weight groups. The results are given as (mean, median).

From: Better prediction of protein contact number using a support vector regression analysis of amino acid sequence

  

LS

LS+W

LS+AA

LS+W+AA

W≤3485

CC

0.61, 0.65

0.64, 0.67

0.62, 0.66

0.64, 0.67

 

RMSE

7.49, 6.95

6.68, 6.41

7.24, 6.82

6.71, 6.45

13485<W≤22750

CC

0.67, 0.70

0.68, 0.71

0.68, 0.71

0.69, 0.72

 

RMSE

7.09, 6.79

6.76, 6.54

7.05, 6.79

6.76, 6.60

W>22750

CC

0.72, 0.73

0.72, 0.74

0.72, 0.73

0.73, 0.74

 

RMSE

7.35, 7.07

7.12, 6.95

7.24, 6.94

7.10, 6.90

All

CC

0.67, 0.70

0.68, 0.71

0.68, 0.71

0.68, 0.71

 

RMSE

7.31, 6.94

6.86, 6.66

7.18, 6.86

6.86, 6.66