Table 2. The area under ROC curve (%) of each single feature.
| Exon |
MCSS |
ORF |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HS | HSD | GC-c | CS | L | CSP | L | C | FS | HS | HSD | |
| HP | 90.19 | 87.44 | 73.91 | 88.61 | 87.30 | 89.22 | 83.41 | 88.59 | 79.67 | 87.16 | 80.85 |
| HF | 90.92 | 87.59 | 81.67 | 96.45 | 96.19 | 95.16 | 97.06 | 85.44 | 81.87 | 90.48 | 84.84 |
| MP | 91.13 | 89.15 | 75.67 | 89.63 | 89.00 | 91.73 | 83.70 | 92.67 | 79.23 | 89.08 | 80.79 |
| MF | 92.47 | 89.85 | 83.50 | 96.94 | 97.06 | 96.51 | 97.51 | 89.66 | 81.40 | 92.99 | 85.13 |
The performance of each single feature from three different feature groups (e.g. ORF, exon, MCSS) was evaluated using AUC on the Partial Testing Datasets (HP & MP) and the Full Testing Datasets (HF & MF) of human and mouse species. The full name of the abbreviation of each feature was shown in the Table 1.