From: A sequence-based multiple kernel model for identifying DNA-binding proteins
Methods | ACC (%) | MCC | SN (%) | Spec (%) |
---|---|---|---|---|
IDNA-Prot|dis | 77.30 | 0.54 | 79.40 | 75.27 |
PseDNA-Pro | 76.55 | 0.53 | 79.61 | 73.63 |
IDNA-Prot | 75.40 | 0.50 | 83.81 | 64.73 |
DNA-Prot | 72.55 | 0.44 | 82.67 | 59.76 |
DNAbinder | 73.95 | 0.48 | 68.57 | 79.09 |
iDNAPro-PseAAC | 76.56 | 0.53 | 75.62 | 77.45 |
Kmer1+ACC | 75.23 | 0.50 | 76.76 | 73.76 |
Local-DPP | 79.10 | 0.59 | 84.80 | 73.60 |
MKSVM-HKA | 81.30 | 0.63 | 82.29 | 80.36 |
MSFBinder | 83.35 | 0.67 | 83.62 | 83.09 |
FKRR-MVSF | 83.26 | 0.67 | 85.71 | 80.91 |
Our method (MKSVM with MKL-CKA) | 84.19 | 0.68 | 85.91 | 82.55 |