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Table 2 Feature quality analysis on dataset of Streptococcus

From: Classification of genomic islands using decision trees and their ensemble algorithms

Feature

G2N

µ GI

σ GI

µ non_GI

σ non_GI

IVOM

0.51

21.06

12.97

9.96

8.73

IP

0.89

0.44

0.50

0

0

Size

0.06

19879

16390

17811

15890

Density

0.26

1.15

0.40

0.99

0.20

Repeats

0.94

0.74

0.44

0.08

0.27

Integrase

1.02

0.65

0.48

0.02

0.14

Phage

0.82

0.41

0.50

0

0

RNA

0.23

0.17

0.38

0.04

0.19