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

Table 1

Comparison of the proposed method with other reported results on the PICK108 dataset.

Method	Accuracy	Precision	Recall
Centroid	82.4	61.4	27.6
INDeGenIUS	82.4	67.9	19.9
MTGIpick	86.2	72.8	47.2
SigHunt	80.5	51.0	24.0
Zisland Explorer	83.8	75.9	25.5
This paper	94.6	95.1	85.7