BioMed Research International / 2020 / Article / Tab 4

Research Article

PredDBP-Stack: Prediction of DNA-Binding Proteins from HMM Profiles using a Stacked Ensemble Method

Table 4

Performance comparison on the independent dataset PDB186.

MethodOA (%)SN (%)SP (%)MCCAUC

DNA-Prot61.8069.9053.800.2400.7960
iDNA-Prot67.2067.7066.700.3340.8330
iDNA-Prot|dis72.0079.5064.500.4450.7860
DNABinder60.8057.0064.500.2160.6070
Kmerl+ACC70.9682.7959.130.4310.7520
iDNAPro-PseAAC69.8977.4162.370.4020.7754
Local-DPP79.0092.5065.600.625
HMMBinder69.0261.5376.340.3940.6324
StackDPPred86.5592.4780.640.7360.8878
Our method86.5687.1086.020.7310.8932

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