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Table 3 Result on stockori flowering time data set with noise.

From: Learning accurate and interpretable models based on regularized random forests regression

Numbers after ± are standard deviation. SVR is support vector regression.

 

Random Forests

Our Approach

SVR

R 2

0.43 ± 0.02

0.36 ± 0.07

0.24 ± 0.05

D

0.13

0.1

0.01