Hepatitis data set

1: Description.

This data set contains a mixture of integer and real valued attributes, with information about patients affected by the Hepatitis disease.

The task is to predict if these patients will die (1) or survive (2).

2: Type.			Classification	
3: Origin.			Real world
4: Instances.		80 (155)
5: Features.		19
6: Classes.			2	
7: Missing values.	Yes

8: Header.

@relation hepatitis
@attribute Age integer [7, 78]
@attribute Sex integer [1, 2]
@attribute Steroid integer [1, 2]
@attribute Antivirals integer [1, 2]
@attribute Fatigue integer [1, 2]
@attribute Malaise integer [1, 2]
@attribute Anorexia integer [1, 2]
@attribute LiverBig integer [1, 2]
@attribute LiverFirm integer [1, 2]
@attribute SpleenPalpable integer [1, 2]
@attribute Spiders integer [1, 2]
@attribute Ascites integer [1, 2]
@attribute Varices integer [1, 2]
@attribute Bilirubin real [0.3, 8.0]
@attribute AlkPhosphate integer [26, 295]
@attribute Sgot integer [14, 648]
@attribute AlbuMin real [2.1, 6.4]
@attribute ProTime integer [0, 100]
@attribute Histology integer [1, 2]
@attribute Class {1, 2}
@inputs Age, Sex, Steroid, Antivirals, Fatigue, Malaise, Anorexia, LiverBig, LiverFirm, SpleenPalpable, Spiders, Ascites, Varices, Bilirubin, AlkPhosphate, Sgot, AlbuMin, ProTime, Histology
@outputs Class