The goal of testing different schemes for feature representation is to determine the most effective balance between expressiveness and insight from human knowledge. Single model performance was evaluated on an identical test split for a variety of different encoding schemes that were described in the Feature Engineering Section. Combinatoric edge mappings were used for all models. All test scores are available in table .