Research Article

enDNA-Prot: Identification of DNA-Binding Proteins by Applying Ensemble Learning

Table 4

Performance for independent datset2 (trained on benchmark dataset).

MethodACC (%)MCCSE (%)SP (%)F1-M (%)

DNAbinder(P21)76.640.5586.1867.5774.89
DNAbinder(P400)76.380.5272.3580.1975.23
DNA-Prot77.740.5685.1970.7178.79
iDNA-Prot72.190.4577.0167.6472.89
enDNA-Prot81.710.6484.5579.0581.71

P400 and P21 denote the two vectorization methods PSSM-400 based DNAbinder and PSSM-21 based DNAbinder, respectively.