Table 6 The sensitivity of different kernels (features) on PDB1075 data set (under the specificity of 0.5)
From: A sequence-based multiple kernel model for identifying DNA-binding proteins
Kernel type | Sensitivity |
|---|---|
\({\mathbf {K}}_{GE}\) | 0.8857 |
\({\mathbf {K}}_{MCD}\) | 0.8495 |
\({\mathbf {K}}_{NMBAC}\) | 0.8590 |
\({\mathbf {K}}_{PSSM-AB}\) | 0.9352 |
\({\mathbf {K}}_{PsePSSM}\) | 0.9523 |
\({\mathbf {K}}_{PSSM-DWT}\) | 0.9657 |
Mean weighted kernels | 0.9847 |
MKL-CKA | 0.9885 |