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.

Method	OA (%)	SN (%)	SP (%)	MCC	AUC
DT	74.53	74.71	74.36	0.4906	0.7838
KNN	76.22	75.68	76.73	0.5240	0.8364
LR	78.18	78.19	78.18	0.5635	0.8508
XGB	78.74	75.64	80.69	0.5634	0.8624
RF	78.28	83.4	73.45	0.5702	0.8648
SVM	80.34	81.66	79.27	0.6091	0.8774