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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