m5U-SVM: identification of RNA 5-methyluridine modification sites based on multi-view features of physicochemical features and distributed representation

Table 1 Performance comparison of the different feature selection strategies

Mode	Feature selection	Acc (%)	AUC	Sn (%)	Sp (%)	MCC	F1
Full transcript	ANOVA-IFS	87.853	0.9422	81.356	91.335	0.7312	0.8237
	F-score-IFS	87.648	0.9421	81.095	91.160	0.7267	0.8209
	LightGBM -IFS	88.740	0.9504	80.574	93.117	0.7493	0.8332
	XGBoost-IFS	88.376	0.9461	80.117	92.802	0.7412	0.8279
Mature mRNA	ANOVA-IFS	93.699	0.9756	92.879	94.518	0.8741	0.9364
	F-score-IFS	93.699	0.9756	92.879	94.518	0.8741	0.9363
	LightGBM -IFS	94.309	0.9792	93.286	95.330	0.8864	0.9425
	XGBoost-IFS	93.902	0.9735	92.777	95.025	0.8783	0.9383

ISSN: 1741-7007