Bag of Feature methods
The performance of the bag-of-features models, while faster than the ANI symmetry function models, were more comparable to the accuracy of force field methods. The inclusion of additional information to the descriptor such as three and four-body interactions and atom typing were beneficial to the bag-of-features models, the accuracy pales in comparison to the ANI symmetry function models.