PCirc: random forest-based plant circRNA identification software

BMC Bioinformatics

Table 1 Algorithm selection

Feature	Algorithm	ACC	PRE	REC	F1-score
k-mers	RF	0.9584	0.9448	0.9738	0.9590
	KNN	0.8465	0.8081	0.9092	0.8556
	GNB	0.8718	0.9279	0.8064	0.8627
	SVM	0.9574	0.9589	0.9559	0.9573
ORFs	RF	0.9716	0.9712	0.9721	0.9716
	KNN	0.9717	0.9757	0.9676	0.9716
	GNB	0.9681	0.9603	0.9767	0.9684
	SVM	0.9663	0.9611	0.9720	0.9665
SJSC	RF	0.9433	0.9494	0.9367	0.9429
	KNN	0.7472	0.7233	0.8013	0.7601
	GNB	0.8036	0.7925	0.8232	0.8074
	SVM	0.8700	0.8553	0.8910	0.8726

For each type of feature, the bold values in this table represent the best score for each evaluation parameter

ISSN: 1471-2105