1. Title Hepatitis Domain 2. Sources http://www1.ics.uci.edu/~mlearn/MLSummary.html [hepatitis] 3. Number of Instances: 155 4. Number of Attributes: 19 5. Attribute Information: Variable Size --------------------------- Hepatitis 155x19 Class 155x1 Hepatitis: 1. AGE: linear 2. SEX: 1 - male, 2 - female 3. STEROID: 1 - no, 2 - yes 4. ANTIVIRALS: 1 - no, 2 - yes 5. FATIGUE: 1 - no, 2 - yes 6. MALAISE: 1 - no, 2 - yes 7. ANOREXIA: 1 - no, 2 - yes 8. LIVER BIG: 1 - no, 2 - yes 9. LIVER FIRM: 1 - no, 2 - yes 10. SPLEEN PALPABLE:1 - no, 2 - yes 11. SPIDERS: 1 - no, 2 - yes 12. ASCITES: 1 - no, 2 - yes 13. VARICES: 1 - no, 2 - yes 14. BILIRUBIN: linear 15. ALK PHOSPHATE: linear 16. SGOT: linear 17. ALBUMIN: linear 18. PROTIME: linear 19. HISTOLOGY: 1 - no, 2 - yes Class: 1. Class: 1 - DIE, 2 - LIVE 8. Missing attribute values: (denoted by 'NaN') Hepatitis: Attribute #: Number of Missing Values: (total: 167) ------------ ------------------------- 1: 0 2: 0 3: 1 4: 0 5: 1 6: 1 7: 1 8: 10 9: 11 10: 5 11: 5 12: 5 13: 5 14: 6 15: 29 16: 4 17: 16 18: 67 19: 0 Class: Attribute #: Number of Missing Values: ------------ ------------------------- 1: 0 9. Class distribution: Value Number of instances with this value ---- ----------------------------------- 1 32 (DIE) 2 123 (LIVE)