Here we describe the best hyperparameters combinations for the RF-C, XGB-C, XGB-R, NN-C, and NN-R models. We performed grid searches over the hyperparameter values in the tables referenced below. Each combination of hyperparameters in the grid search was assigned a numeric ID. The mapping from numeric IDs to hyperparameter combinations is available in our GitHub repository.