The closer the f1-score is to 1, the better the expected performance of a model. A close inspection of It is also interesting to look on the importance that each of these five models give to the spectral features once they fit the train partition of the database. From Figure , one can see that all models give a higher importance to chemical shift values over the other features as expected.