Table 3.

Comparison with three classifier on four datasets in term of ACC, TPR, SPC, PPV, precision, MCC, and AUC

Datasets	Model	ACC (%)	TPR (%)	SPC (%)	PPV (%)	MCC (%)	AUC
enzymes	MLP	90.01	100	80.06	83.31	81.67	0.9967
	SVM	89.88	92.31	87.53	88.12	81.77	0.9686
	DeepLSTM	92.92	99.31	86.57	88.04	86.75	0.9951
ion channels	MLP	87.58	100	75.22	80.07	77.61	0.9972
	SVM	89.36	85.95	92.74	92.23	80.93	0.9613
	DeepLSTM	91.97	93.23	90.87	89.95	85.19	0.9705
GPCRs	MLP	87.20	76.70	97.77	97.19	77.20	0.9853
	SVM	85.43	86.28	84.60	84.81	74.99	0.9230
	DeepLSTM	91.80	83.71	100	100	84.44	0.9951
nucl. rec	MLP	88.89	88.24	89.47	88.24	80.19	0.8421
	SVM	85.00	68.90	100	100	72.43	0.9910
	DeepLSTM	91.11	95.24	87.50	86.96	83.76	0.9206