BioMed Research International / 2020 / Article / Tab 1

Research Article

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

Table 1

Performance comparison of six base classifiers on the PDB1075 dataset using the jackknife test.

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

DT74.5374.7174.360.49060.7838
KNN76.2275.6876.730.52400.8364
LR78.1878.1978.180.56350.8508
XGB78.7475.6480.690.56340.8624
RF78.2883.473.450.57020.8648
SVM80.3481.6679.270.60910.8774

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