Research on DNA-Binding Protein Identification Method Based on LSTM-CNN Feature Fusion

Table 6

Result comparison on PDB14189.

Methods	ACC(%)	Sen(%)	Spe(%)	MCC(%)
MsDBP	80.29	80.87	79.72	60.61
PSSM-PP + PHY	82.67	79.95	85.39	65.4
BP ± NBP + PHY	80.40	76.88	83.92	60.9
PSSM	79.62	76.02	83.21	59.4
64 optimal featuresa	86.90	83.76	90.03	72.2
PHY	77.65	73.54	81.76	55.5
PSSM-PP + BP_NBP	83.68	81.01	86.34	67.4
PSSM-PP	81.69	78.92	84.45	63.5
ALL features	84.64	82.23	87.06	70.6
StackDPPred(one-hot)	76.00	79.27	72.71	52.10
PDBP-CNN	82.02	87.49	76.50	64.69
PDBP-fusion	82.81	86.45	79.13	66.1
Our methods	96.93	96.46	97.41	93.86