Let be a simple graph with a vertex set and an edge set , and let . A labeling induces an edge partial labeling defined by if and only if for each edge . For each , let and . The balance index set of , denoted , is defined as . In this paper, we investigate and present results concerning the balance index sets of trees of diameter four.