A novel method to identify pre-microRNA in various species knowledge base on various species

Table 3 Accuracy’s comparison of the BP-Adaboost with alternative models in 7 species

Species	BP-Adaboost	BP	RF	Naïve Bayes	SVM
Anolis carolinensis	0.66	0.10	0.78	0.69	0.14
Arabidopsis lyrata	0.39	0.25	0.53	0.21	0
Arabidopsis thaliana	0.45	0.23	0.67	0.54	0
Drosophila melanogaster	0.61	0.20	0.51	0.75	0.21
Drosophila pseudoobscura	0.79	0.35	0.31	0.41	0.14
Epstein barrvirus	0.42	0.26	0.24	0.06	0.10
Xenopus tropicalis	0.68	0.43	0.45	0.07	0
Total	0.57	0.29	0.51	0.30	0.22

ISSN: 2041-1480