Research Article

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

Table 3

Performance for independent dataset1 (trained on benchmark dataset).

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

DNAbinder(P21)79.000.6154.8798.0870.31
DNAbinder(P400)80.110.6258.5397.9772.73
DNA-Prot84.610.6973.1794.0081.08
iDNA-Prot77.470.5578.0577.0075.73
enDNA-Prot84.620.7073.1894.0084.62

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