Genomic Island Prediction via Chi-Square Test and Random Forest Algorithm

Table 3

Comparison of the proposed method with other reported results on the CF15 dataset.

Method	Recall	Precision	F1	MCC
IslandCafe	71.0	61.0	66.0	62.0
IslandViewer	72.0	59.0	65.0	59.0
IslandPath-Dimob	53.0	67.0	59.0	55.0
Zisland Explorer	45.0	56.0	50.0	46.0
SIGI-HMM	24.0	57.0	33.0	32.0
This paper	95.4	95.4	95.4	90.9