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

Table 4

Datasets and detailed classification results of MiRNAClassify and miRNApre.

Method	Species	Dataset	Type	Size	SE (%)	SP (%)	(%)
MiRNAClassify	Homo sapiens	MP_positive_set	Real	1496	98.33	98.27	98.29
miRNApre		MP_negative_set	Pseudo	1446	97.66	97.23	97.44
MiRNAClassify		MP_updated_set	Real	355	91.27
miRNApre					90.14