Table 7 Results of the old version of snoReport for C/D box snoRNAs using the same datasets used as test on the new version, where: 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 | |
|---|---|---|---|---|---|
Dat2 | 90.81 | 78.27 | 92.36 | 96.38 | 0.076 |
Standard deviation | 0.40 | 0.73 | 1.56 | 0.68 | 0.003 |
Dat1 | 88.67 | 80.49 | 96.61 | 97.79 | 0.088 |
Standard deviation | 0.25 | 0.35 | 0.74 | 0.42 | 0.002 |
All trainings’ average | 89.74 | 79.38 | 94,49 | 97.09 | 0.082 |
All trainings’ SD | 1.15 | 1.27 | 2.48 | 0.91 | 0.007 |