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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