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Table 8 Average ranking of variables for VIMs in Scenario 3

From: Intervention in prediction measure: a new approach to assessing variable importance for random forests

Methods

X 1

X 2

X 3

X 4

X 5

X 6

X 7

MD (mtry = 3)

1.36

2.04

4.85

4.99

2.60

5.16

7.00

MD (mtry = 7)

1.19

1.97

4.87

4.96

2.84

5.17

7.00

IPM (CIT-RF, mtry = 7)

2.00

1.00

5.41

5.40

3.40

5.43

5.37

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BMC Bioinformatics

ISSN: 1471-2105

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