Table 8 The performance of different kernel functions on PDB1075 data set (Five-fold cross validation)
From: A sequence-based multiple kernel model for identifying DNA-binding proteins
Feature | ACC (%) | |||
|---|---|---|---|---|
Linear kernel | Polynomial kernel | RBF kernel | Sigmoid kernel | |
GE | 69.30 | 68.18 | 69.97 | 69.76 |
MCD | 69.39 | 70.04 | 70.21 | 62.14 |
NMBAC | 72.04 | 72.91 | 71.01 | 70.97 |
PSSM-AB | 75.34 | 75.72 | 76.54 | 60.01 |
PSSM-DWT | 73.86 | 71.25 | 76.26 | 66.12 |
PsePSSM | 77.32 | 77.64 | 78.36 | 76.01 |
MKL-CKA | 81.39 | 78.79 | 83.01 | 72.34 |