Table 1 Distribution of predictors in class 1 and class 2
From: An AUC-based permutation variable importance measure for random forests
Predictors | Distribution in class 1 | Distribution in class 2 | Effect size |
|---|---|---|---|
X1, …, X5 | N (1.00, 1) | N (0, 1) | strong effect |
X6, …, X10 | N (0.75, 1) | N (0, 1) | moderate effect |
X11, …, X15 | N (0.50, 1) | N (0, 1) | weak effect |
X16, …, X65 | N (0, 1) | N (0, 1) | no effect |