Before revision:  To produce a tree from pairwise parent-child edge scores, we treat this as a graph optimization problem and output the maximum spanning tree  .
After revision:  To produce a tree from pairwise parent-child edge scores, we treat this as a graph optimization problem and outputs the maximum spanning tree .