Table 7 Comparison of the local PSSM and ICNN based on different datasets.
From: Hybrid framework for membrane protein type prediction based on the PSSM
Dataset | Method | Recall | Mcc | F-m | OA | AUROC | AUPR |
|---|---|---|---|---|---|---|---|
Dataset1 | TG-PSSM | 76.89 | 73.03 | 74.23 | 93.75 | 99.6 | 98.31 |
ICNN | 85.11 | 76.85 | 77.22 | 95.66 | 98.1 | 96.85 | |
Dataset2 | TG-PSSM | 55.31 | 55.34 | 56.68 | 88.96 | 98.91 | 95.55 |
ICNN | 63.00 | 57.66 | 59.23 | 90.51 | 96.87 | 93.94 | |
Dataset3 | TG-PSSM | 71.41 | 66.45 | 68.08 | 90.07 | 99.08 | 96.27 |
ICNN | 98.74 | 72.53 | 73.22 | 92.76 | 96.91 | 93.95 |
