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Table 7 Mean and standard deviation of misclassification rates in C-to-U conversion data

From: Intervention in prediction measure: a new approach to assessing variable importance for random forests

Method

RF-CART

RF-CIT

varSelRF

R-PVIM (mtry = 3)

R-PVIM (mtry = 43)

R- IPM

Mean

0.3051

0.2859

0.3054

0.2825

0.2793

0.2793

Std. deviation

0.0227

0.0250

0.0265

0.0219

0.0192

0.0208

  1. Results produced by using the regularization procedure derived by VIMs are preceded by an R
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BMC Bioinformatics

ISSN: 1471-2105

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