TABLE 2.
Dataset | Acc | Precision | F1 | Mcc | Sensitivity | Specificity | |
---|---|---|---|---|---|---|---|
5‐fold cross‐validation |
App‐Pfam | 0.94 ± 0.00 | 0.91 ± 0.01 | 0.86 ± 0.01 | 0.82 ± 0.01 | 0.81 ± 0.02 | 0.98 ± 0.00 |
App‐Evalue0.001 | 0.95 ± 0.00 | 0.91 ± 0.01 | 0.86 ± 0.01 | 0.83 ± 0.01 | 0.82 ± 0.02 | 0.98 ± 0.00 | |
App‐Evalue1 | 0.94 ± 0.00 | 0.91 ± 0.03 | 0.87 ± 0.01 | 0.83 ± 0.01 | 0.84 ± 0.02 | 0.97 ± 0.01 | |
App‐Evalue10 | 0.93 ± 0.00 | 0.92 ± 0.02 | 0.89 ± 0.01 | 0.84 ± 0.01 | 0.87 ± 0.01 | 0.96 ± 0.01 | |
External Test | App‐Pfam | 0.95 ± 0.00 | 0.93 ± 0.01 | 0.87 ± 0.01 | 0.84 ± 0.01 | 0.81 ± 0.02 | 0.98 ± 0.00 |
App‐Evalue0.001 | 0.96 ± 0.00 | 0.89 ± 0.02 | 0.88 ± 0.01 | 0.86 ± 0.01 | 0.87 ± 0.01 | 0.97 ± 0.00 | |
App‐Evalue1 | 0.95 ± 0.00 | 0.94 ± 0.02 | 0.89 ± 0.01 | 0.86 ± 0.01 | 0.84 ± 0.03 | 0.98 ± 0.01 | |
App‐Evalue10 | 0.93 ± 0.00 | 0.93 ± 0.01 | 0.90 ± 0.01 | 0.85 ± 0.01 | 0.87 ± 0.02 | 0.97 ± 0.01 |
Note: The indexes in the table are the mean values and standard deviations are from the 5‐fold cross‐validation.