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Table 3 The simulation II results (top 100)

From: Dimension reduction with gene expression data using targeted variable importance measurement

  Simulation
  Linear Polynomial
  R 2 T.P cor. R 2 T.P. cor.
UR-VIM 0.1444 9.0 0.2956 0.0862 8.2 0.3642
0.1907 8.8 0.2534 0.1605 7.2 0.2590
0.6059 19.9 0.2289 0.4132 19.2 0.2234
TMLE-VIM(λ) 0.5916 20 0.1242 0.3859 17.7 0.0867
  1. The candidate variable list contains the top 100 variables ranked by their p-values.