Therefore, to evaluate our approach, while making maximal use of our available data set, we performed a hold-one-subject-out cross-validation using our 20 human subjects H = {h 1 , ..., h 20 }.
for each subject h i , we trained a model on the training examples associated with subjects H \ {h i }, and then tested the model on the examples associated with subject h i .