The primary purpose of node impurity measures is$$ to detect and select the best attribute splits in decision treg modelingto detect and remove duplicate records in exploration to detect outlier$/$noise in pre$-$processing to detect missing values in pre$-$processing to construct the confusion matrix for model evaluation