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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