to determine the optimal feature to split upon, the decision tree algorithm calculates the change in entropy that would result from a split on each possible feature.
difference between entropy between before and after split  infogain(f) = entropy(s1)-entropy(s2) =post-pre split
Ten , two mobile homes and numerous outbuildings were destroyed by the now-smoldering fire northwest of Boulder .