Table 4.
Predicted performance of tools used as references in our GEN test sets
| Tool | Acc | Se | Sp | Fm | Mcc |
|---|---|---|---|---|---|
| Triple-SVM |
78.8 ± 1.3 |
64.7 ± 2.1 |
92.9 ± 1.3 |
75.3 ± 1.7 |
60.1 ± 2.5 |
| MiPred |
86.8 ± 0.9 |
76.8 ± 1.6 |
96.8 ± 0.9 |
85.3 ± 1.1 |
75.1 ± 1.7 |
| microPred |
69.9 ± 1.7 |
72.1 ± 1.7 |
67.6 ± 2.7 |
70.6 ± 1.5 |
39.8 ± 3.3 |
| G 2DE |
90.6 ± 0.9 |
89.2 ± 1.2 |
93.3 ± 1.6 |
90.5 ± 0.9 |
81.4 ± 1.8 |
| Mirident |
85.5 ± 1.0 |
88.2 ± 1.1 |
82.9 ± 1.2 |
85.9 ± 1.0 |
71.2 ± 2.1 |
| HuntMi | 85.1 ± 2.1 | 98.7 ± 0.8 | 71.6 ± 4.2 | 86.9 ± 1.6 | 73.0 ± 3.5 |
Results are presented as the mean and the standard deviation (Mean ±SD). Acc = accuracy; Se = sensitivity; Sp = specificity; Fm = F-measure; Mcc = Mathew Correlation Coefficient.