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

Table 2

Datasets and detailed classification results of MiRNAClassify and PlantMiRNAPred.

Method	Species	Dataset	Type	Size	SE (%)	SP (%)	(%)
MiRNAClassify	Plant	PMP_positive_set	Real	2043	96.57	98.35	97.46
PlantMiRNAPred		PMP_negative_set	Pseudo	2122	95.10	97.17	96.13
MiRNAClassify	Arabidopsis thaliana	PMP_ath_updated_set	Real	138	92.75
PlantMiRNAPred					90.58
MiRNAClassify	Oryza sativa	PMP_osa_updated_set	Real	178	77.53
PlantMiRNAPred					67.42
MiRNAClassify	Glycine max	PMP_gma_updated_set	Real	488	90.78
PlantMiRNAPred					86.07