The model with independent training of each dimension (combo) did noticeably worse, supporting our conclusion that a multidimensional approach is warranted here.
striking is the much larger drop in overall accuracy as compared to pairwise accuracy, which suggests that the combo model is capturing the general trends but not distinguishing correlated styles as well.