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Table 4 Test phase results for H/ACA box snoRNAs: accuracy (Acc), F-score (F-SC), Average Precision (APR), Area under the ROC curve (AUC) and Residual Sum of Squares (RSS). Dat1 and Dat2 means Dataset 1 and Dataset 2, respectively, and SD means standard deviation

From: SnoReport 2.0: new features and a refined Support Vector Machine to improve snoRNA identification

 

Acc (%)

FSC (%)

APR (%)

AUC (%)

RSS

Dat1 → Dat2 average

97.31

93.07

97.85

98.94

0.022

Standard deviation

0.24

0.60

0.20

0.20

0.002

Dat2 →Dat1 average

97.43

94.71

98.66

99.33

98.66

Standard deviation

0.51

1.06

0.42

0.20

0.004

All trainings’ average

97.37

93.89

98.25

99.14

0.021

All training’ SD

0.39

1.19

0.53

0.28

0.003