Table 9 Comparison of different combination strategies (\(\%\)).
From: Hybrid framework for membrane protein type prediction based on the PSSM
Dataset | Method | Se | Sp | F-m | Mcc | OA |
|---|---|---|---|---|---|---|
Dataset1 | Stacking | 83.17 | 99.30 | 82.06 | 81.70 | 95.85 |
Average scoring | 82.23 | 99.31 | 79.94 | 79.17 | 95.92 | |
Majorty voting | 85.11 | 99.24 | 77.22 | 76.85 | 95.66 | |
Dataset2 | Stacking | 65.69 | 98.66 | 65.73 | 64.74 | 92.06 |
Average scoring | 58.04 | 98.48 | 60.53 | 59.77 | 91.51 | |
Majorty voting | 58.76 | 98.41 | 60.86 | 59.96 | 90.64 | |
Dataset3 | Stacking | 77.74 | 98.72 | 75.40 | 74.56 | 93.15 |
Average scoring | 80.09 | 98.79 | 76.34 | 75.32 | 93.37 | |
Majorty voting | 82.17 | 98.74 | 73.22 | 72.53 | 92.76 |
