Table 5 Test phase results for C/D box snoRNA. 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 | 94.37 | 93.67 | 98.43 | 98.82 | 0.044 |
Standard deviation | 1.65 | 2.04 | 0.77 | 0.51 | 0.012 |
Dat2 → Dat1 average | 96.19 | 94.94 | 98.80 | 99.11 | 0.029 |
Standard deviation | 0.90 | 1.25 | 0.53 | 0.63 | 0.007 |
All trainings’ average | 95.28 | 94.30 | 98.61 | 98.96 | 0.037 |
All trainings’ SD | 1.60 | 1.77 | 0.67 | 0.58 | 0.012 |