Feature Selection Has a Large Impact on One-Class Classification Accuracy for MicroRNAs in Plants

Table 1

Comparison of classification accuracies among this and other published methods (PlantMiRNAPred [32], Triplet-SVM [38], microPred [39], and MotifmiRNAPred [33]). The best performance per organism is highlighted in bold. ACC: accuracy.

Organism	PlantMiRNAPred	Triplet-SVM	microPred	MotifmiRNAPred	This study
	ACC	ACC	ACC	ACC	ACC
gma	98.50	74.10	86.70	89.80	97.38
zma	98.30	66.90	93.80	94.80	93.59
sbi	98.40	69.50	94.60	93.50	94.25
ath	92.20	76.00	89.40	93.30	97.39
ppt	92.40	71.40	89.50	90.20	97.20
ptc	91.80	75.20	84.90	92.20	94.00
osa	94.20	75.50	90.40	90.30	95.32
Avg	95.11	72.66	89.90	92.01	95.59