https://nbviewer.org/github/IBM/AIX360/blob/master/examples/tutorials/MEPS.ipynb ACTLIM31 Any activity limitations at work, in housework, or at school false ADHD Absent ADHDADDX Attention-deficit disorder column false Activity limitations absent true Activity limitations present System Recommendation of high-cost patient - bachelor degree holders with limitations at work Bachelors degree column true Bachelors degree present COGLIM31 Cognitive Limitations 31 Column false Cognitive Limitations Absent false Difficulty seeing without labels absent DFSEE42 Serious difficulty seeing without glasses /42 column Explanation based on higher-degree rule for high-cost patient identification. true Health insurance coverage - true Explanation based on high-cost patient pattern rule 2. Higher degree rule for low medical expenditure prediction: rule 1 Explanation based on higher degree rules for low-cost medical expenditure Higher-degree rule for low medical expenditure: rule 2 Higher degree rule for low medical expenditure: rule 3 Higher degree rule 4 for low cost medical expenditure Health insurance coverage column Linear rule regression (LinRR) method to find rules for medical expenditure https://meps.ahrq.gov/mepsweb//data_stats/download_data_files_detail.jsp?cboPufNumber=HC-181&prfricon=yes Medical Expenditure Dataset Northeast census region Limitations in physical functioning true Limitations in physical functioning - present PREGNT31 Pregnancy column false Pregnancy absent cell Region column true Self-reported poor health - true RTHLTH31 Self-reported poor health column false Self-reported poor health absent cell System Recommendation of high-cost patient = physical limitations, lower physical health status and some health insurance coverage.