Table 2.

Prediction results of ion channels and non-ion channels.

Method	Ion channel (%)	Non-ion channel (%)	OA (%)
Random forest (188D)	90.3	77.2	83.7793
SVM (188D)	87.0	78.5	82.7759
Random forest (400D)	87.7	77.5	82.6087
SVM (400D)	86.6	83.7	85.1171
Random forest (588D)	77.5	90	83.7793
SVM (588D)	83.2	80	81.6054
Random forest (587D)	77.2	89.7	83.4448
SVM (587D)	77.2	83.3	80.2676