From: A genetic algorithm-based weighted ensemble method for predicting transposon-derived piRNAs
Index | Feature | AUC | ACC | SN | SP |
---|---|---|---|---|---|
F1 | 1-Spectrum Profile | 0.748 | 0.739 | 0.398 | 0.854 |
F2 | 2-Spectrum Profile | 0.841 | 0.808 | 0.416 | 0.940 |
F3 | 3-Spectrum Profile | 0.850 | 0.814 | 0.321 | 0.982 |
F4 | 4-Spectrum Profile | 0.844 | 0.811 | 0.284 | 0.989 |
F5 | 5-Spectrum Profile | 0.836 | 0.813 | 0.305 | 0.986 |
F6 | (3,1)-Mismatch Profile | 0.867 | 0.824 | 0.427 | 0.959 |
F7 | (4,1)-Mismatch Profile | 0.856 | 0.814 | 0.328 | 0.979 |
F8 | (5,1)-Mismatch Profile | 0.851 | 0.810 | 0.277 | 0.991 |
F9 | (3,1)-Subsequence Profile | 0.850 | 0.808 | 0.443 | 0.932 |
F10 | (4,1)-Subsequence Profile | 0.864 | 0.822 | 0.473 | 0.940 |
F11 | (5,1)-Subsequence Profile | 0.871 | 0.829 | 0.492 | 0.944 |
F12 | 1-RevcKmer | 0.745 | 0.746 | 0.005 | 0.997 |
F13 | 2-RevcKmer | 0.803 | 0.778 | 0.411 | 0.902 |
F14 | 3-RevcKmer | 0.823 | 0.800 | 0.265 | 0.981 |
F15 | 4-RevcKmer | 0.823 | 0.803 | 0.241 | 0.993 |
F16 | 5-RevcKmer | 0.818 | 0.806 | 0.255 | 0.992 |
F17 | PCPseDNC | 0.841 | 0.806 | 0.374 | 0.952 |
F18 | PCPseTNC | 0.857 | 0.813 | 0.337 | 0.975 |
F19 | SCPseDNC | 0.836 | 0.803 | 0.346 | 0.958 |
F20 | SCPseTNC | 0.842 | 0.808 | 0.312 | 0.977 |
F21 | Sparse Profile | 0.905 | 0.856 | 0.634 | 0.932 |
F22 | PSSM | 0.882 | 0.832 | 0.584 | 0.916 |
F23 | LSSTE | 0.688 | 0.766 | 0.175 | 0.966 |