EDLm6APred: ensemble deep learning approach for mRNA m6A site prediction

BMC Bioinformatics

Table 3 Compare with DeepPromise predictors

Species	Classifiers	AUROC	MCC	ACC	Precision	Recall
Human	DeepPromise	0.8302	0.5164	0.7576	0.7769	0.7196
	BiLSTM_DeepPromise	0.8592	0.5707	0.7780	0.8593	0.6626
	EDLm⁶APred	0.8660	0.5819	0.7843	0.8617	0.6750
Mouse	DeepPromise	0.8381	0.5242	0.7613	0.7832	0.7272
	BiLSTM_DeepPromise	0.8524	0.5625	0.7760	0.8409	0.6847
	EDLm⁶APred	0.8588	0.5664	0.7754	0.8579	0.6639
Mix	DeepPromise	0.8348	0.5208	0.7599	0.7766	0.7298
	BiLSTM_DeepPromise	0.8546	0.5748	0.7840	0.8354	0.7075
	EDLm⁶APred	0.8605	0.5787	0.7862	0.8355	0.7128

The evaluation indexes with EDLm⁶ APred better than DeepPromise are show in bold

ISSN: 1471-2105