Table 1 AUC obtained in the HIV1 dataset.
From: A genetic approach for building different alphabets for peptide and protein classification
HIV1 (AUC) | N = 1, S = 20 | N = 2, S = 20 | N = 2, S = 8 | N = 1, S = 8 | N = 2, S = 4 | N = 1, S = 4 | FUS1 | FUS2 |
|---|---|---|---|---|---|---|---|---|
Baseline | 0.942 | 0.956 | 0.889 | 0.829 | 0.858 | 0.687 | 0.949 | 0.933 |
GA(1) H | " | " | 0.894 | 0.871 | 0.878 | 0.820 | 0.938 | 0.940 |
GA(5) H | " | " | 0.973 | 0.932 | 0.966 | 0.943 | 0.973 | 0.977 |
GA(15) H | " | " | 0.980 | 0.909 | 0.957 | 0.889 | 0.953 | 0.965 |
GA(5) P | " | " | 0.943 | 0.868 | 0.887 | 0.701 | 0.959 | 0.962 |
GA(5) HP | " | " | 0.948 | 0.905 | 0.929 | 0.902 | 0.941 | 0.959 |
GA*(5) H | " | " | 0.982 | 0.927 | 0.954 | 0.929 | 0.963 | 0.969 |