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. 2019 Jan 7;46(2):1080–1087. doi: 10.1002/mp.13329

Table III. Corrected

Dataset Random classifier Pre‐selected classifier Set‐specific classifier
Rank Name Rank AUC Rank AUC
Mean Mean Increase Increase Mean Increase Increase
Set A 3.43 glmnet 3.64 −0.21 0.00 3.10 0.33 0.02
Set B 3.44 rf 2.92 0.52 0.02 3.31 0.13 0.00
Set C 3.49 rf 1.94 1.55 0.05 2.78 0.71 0.03
Set D 3.59 rf 2.60 0.99 0.05 3.31 0.28 0.02
Set E 3.53 rf 1.89 1.63 0.05 2.58 0.94 0.03
Set F 3.57 rf 2.99 0.58 0.04 3.52 0.05 0.01
Set G 3.43 rf 3.81 −0.39 0.00 1.70 1.73 0.05
Set H 3.65 rf 1.59 2.06 0.07 1.71 1.93 0.06
Set I 3.49 glmnet 3.50 0.00 0.00 2.08 1.42 0.03
Set J 3.52 rf 4.18 −0.67 −0.01 3.41 0.11 0.01
Set K 3.59 rf 3.33 0.26 0.02 3.20 0.39 0.02
Set L 3.44 rf 3.50 −0.06 0.00 3.66 −0.22 −0.01
Mean 3.51   2.99 0.52 0.02* 2.86 0.65 0.02*