Variable importance in Random Forest

random_forest
variableselection

#1

Hi,

Of the 2 measures Mean Decrease in Gini and Mean Decrease in Accuracy, which is better measure to choose important variables. With many data sets I see that they concur most of the times, but would like to know if there is one which is considered better over the other for any reasons.

Thanks