Improved Pre-miRNA Classification by Reducing the Effect of Class Imbalance

Table 1

Datasets and detailed classification results of MiRNAClassify and microPred.

Method	Species	Dataset	Type	Size	SE (%)	SP (%)	(%)
MiRNAClassify	Homo sapiens	MP_positive_set	Real	691	96.40	97.03	96.71
microPred		MP_negative_set	Pseudo	9248	90.65	92.16	91.40
MiRNAClassify		MP_updated_set	Real	1186	90.56
microPred					85.16