It should be noted that pruning the tree results in
making the tree shorter and simpler and at the same
time, one has to guard against the possibility of over
fitting of data. In this case the RVD based classification
tree has reduced the tree complexity of the number of
leaf nodes by 7 in comparison to the donated blood
attribute based tree.
following is a pseudo procedure (Soman et al., 2006)