INS and diabetes mellitus: In addition, we identified the effective features for the 1-year SH prediction that are the common selection of these four features using the “consensus and majority vote feature selection” rule43; fast plasma glucose (FPG), hemoglobin A1c (HbA1c), general diabetes education (other than nutrition) (g1diabed) and NPH or L (NPHL insulin) insulins.