INS and diabetes mellitus: In the diabetes 1 dataset, the daily bolus dose of insulin taken by the patients was ranked second most important factor, while in the diabetes 2 dataset the information about the patient taking insulin or not was ranked top most relevant feature (‘Clinical feature ranking results’).