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Table 9 Average ranking of variables for VIMs in Scenario 4

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)

1.00

2.28

5.07

4.97

2.74

4.94

7.00

MD (mtry = 7)

1.00

2.00

4.91

5.02

3.22

4.85

7.00

IPM (CIT-RF, mtry = 7)

1.00

2.06

4.59

4.71

6.11

4.75

4.78