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

Table 2

Comparison of the proposed method with other reported results on the RGP104 dataset.

Method	MCC	F1	ACC	Precision	Recall
PanRGP	77.8	80.9	92.4	94.9	76.4
IslandViewer	76.2	82.0	91.1	90.8	78.8
IslandPath	52.3	57.0	78.1	89.1	47.7
IslandCafe	37.7	44.4	76.1	76.9	35.5
SIGI-HMM	33.8	45.5	75.6	65.5	37.6
This paper	88.8	94.4	95.6	94.8	94.0