BP Neural Network Could Help Improve Pre-miRNA Identification in Various Species

Table 6

Comparison of the BP with alternative models.

	ACC	Precision	Recall	MCC
BP	95.53%	96.00%	96.67%	0.8662
GBDT	94.27%	94.76%	96.87%	0.8682
LibSVM	93.52%	93.60%	93.50%	0.8510
LibD3C	93.52%	93.50%	93.50%	0.8510
Adaboost	91.82%	91.80%	91.80%	0.8120
Random forest	90.13%	90.00%	90.10%	0.7720
J48	87.78%	87.70%	87.80%	0.7200
String kernel SVM	81.89%	99.37%	46.31%	0.6002