Table 2.
The distribution of three data in two datasets
Membrane protein types | Dataset 1 | Dataset 2 | ||||
---|---|---|---|---|---|---|
Training set | Validation set | Testing set | Training set | Validation set | Testing set | |
Type I | 488 | 122 | 444 | 449 | 112 | 245 |
Type II | 250 | 62 | 78 | 253 | 63 | 79 |
Type III | 19 | 5 | 6 | 25 | 7 | 9 |
Type IV | 35 | 9 | 12 | 52 | 13 | 17 |
Mutipass | 1052 | 264 | 3265 | 895 | 224 | 2478 |
Lipid-chain-anchored | 121 | 30 | 38 | 114 | 28 | 36 |
GPI-anchored | 146 | 36 | 46 | 131 | 33 | 41 |
Peripheral | 488 | 122 | 444 | 539 | 135 | 699 |
overall | 2599 | 650 | 4333 | 2458 | 615 | 3604 |