EMDLP: Ensemble multiscale deep learning model for RNA methylation site prediction

BMC Bioinformatics

Table 4 Compare EMDLP model

Modification type	Classifiers	AUROC	Acc (%)	Sn (%)	Sp (%)	MCC (%)	Pre (%)	F1 (%)	AUPRC
m¹A	EDLm⁶Apred	0.9494	95.06	64.91	98.07	68.10	77.08	70.47	0.7773
	DeepPromise	0.9437	95.30	65.79	98.25	69.57	78.95	71.77	0.7893
	DCB_DeepPromise	0.9529	95.61	67.54	98.42	71.67	81.05	73.68	0.7809
	EMDLP	0.9556	95.62	61.40	99.04	70.69	86.42	71.79	0.8044
m⁶A	EDLm⁶APred	0.8085	73.38	80.14	66.66	47.23	70.52	75.02	0.7905
	DeepPromise	0.8476	77.07	82.15	45.00	54.43	74.79	78.30	0.8258
	DCB_DeepPromise	0.8501	76.76	81.89	44.95	53.81	74.19	77.85	0.8292
	EMDLP	0.8524	76.98	84.36	69.64	54.58	73.44	78.52	0.8319

ISSN: 1471-2105