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Table 4 Comparison of profile regression and CART

From: A semi-parametric approach to estimate risk functions associated with multi-dimensional exposure profiles: application to smoking and lung cancer

 

RMSEy

MAEy

Misclassification error

profile regression

0.39

0.32

0.22

CART

0.42

0.34

0.24

  1. Comparison of measures of fit for profile regression and CART on the ICARE data set.