Trabalho de Aprendizado
dados
Dados sobre hepatitis, provavelmente sobre prognostico de
sobrevivencia.
Attribute information:
1. Class: DIE, LIVE
2. AGE: 10, 20, 30, 40, 50, 60, 70, 80
3. SEX: male, female
4. STEROID: no, yes
5. ANTIVIRALS: no, yes
6. FATIGUE: no, yes
7. MALAISE: no, yes
8. ANOREXIA: no, yes
9. LIVER BIG: no, yes
10. LIVER FIRM: no, yes
11. SPLEEN PALPABLE: no, yes
12. SPIDERS: no, yes
13. ASCITES: no, yes
14. VARICES: no, yes
15. BILIRUBIN: 0.39, 0.80, 1.20, 2.00, 3.00, 4.00
-- see the note below
16. ALK PHOSPHATE: 33, 80, 120, 160, 200, 250
17. SGOT: 13, 100, 200, 300, 400, 500,
18. ALBUMIN: 2.1, 3.0, 3.8, 4.5, 5.0, 6.0
19. PROTIME: 10, 20, 30, 40, 50, 60, 70, 80, 90
20. HISTOLOGY: no, yes
The BILIRUBIN attribute appears to be continuously-valued. I checked
this with the donater, Bojan Cestnik, who replied:
About the hepatitis database and BILIRUBIN problem I would like to say
the following: BILIRUBIN is continuous attribute (= the number of it's
"values" in the ASDOHEPA.DAT file is negative!!!); "values" are quoted
because when speaking about the continuous attribute there is no such
thing as all possible values. However, they represent so called
"boundary" values; according to these "boundary" values the attribute
can be discretized. At the same time, because of the continious
attribute, one can perform some other test since the continuous
information is preserved. I hope that these lines have at least roughly
answered your question.
Jacques Wainer
Last modified: Mon Oct 4 16:06:50 EDT 1999