Predicting lncRNA–protein interactions through deep learning framework employing multiple features and random forest algorithm

Table 3 Comparison of prediction results with different feature selection algorithms on RPI1807

Feature selection algorithms	ACC(%)	SEN(%)	SPE(%)	MCC
SE	96.48	94.34	98.62	0.9639
LR	96.31	94.17	98.45	0.9622
RF	97.60	95.72	98.49	0.9755
LASSO	96.95	95.88	98.02	0.9692
EN	91.51	85.93	97.08	0.9098

Bold values represent the maximum value of the corresponding evaluation indicator

ISSN: 1471-2105