This Case-Study includes hospital admissions data. N=58,863 (cases) and k=9 (features). The features include: ID: Coded Case Identifier AdmissionLengthDays: Duration of hospital stay (in days) Death_1: Indicator of Death (1) survival (0) Admission_Type: Type of admission (categorical) Insurance_Type: Type of Health insurance (string) EnglishLanguage_1: Primary Language English Indicator (1), 0 otherwize Religion_Type: Type of Religious Affiliation (string) Married_1: Indicator of marrital status (Married=1) Race: Race, categorical (string) Dx: Diagnosis