Hepatitis

PKDD'02 Hepatitis dataset describes 206 instances of Hepatitis B (contrasting them against 484 cases of Hepatitis C).

Original source: www.cs.sfu.ca (BibTeX)

Hepatitis_std (by Oliver Schulte)
- It is unknown why only 500 samples are present (instead of 690). Numerical atributes were discretized and typed as varchar.

Dataset details

Associated task:

Classification

Domain:

Medicine

Data types:

Size:

2.2 MB

Count of tables:

Count of rows:

12,927

Count of columns:

Missing values:

Compound keys:

Loops:

Dataset version	Target	Algorithm	Author text	Measure	Value
Hepatitis_std	Subtype	Aleph	Constrained Sequential Pattern Knowledge in Multi-Relational Learning	Accuracy	0.78
Hepatitis_std	Subtype	DARA	Learning Relational Data Based on Multiple Instances of Summarized Data Using DARA	Accuracy	0.814
Hepatitis_std	Type	E-NB	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	F-measure	0.75
Hepatitis_std	Type	E-NB	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	Accuracy	0.78
Hepatitis_std	Type	E-NB	A Hierarchy of Independence Assumptions for Multi-relational Bayes Net Classifiers	AUC ROC	0.83
Hepatitis_std	Type	FORF-NA	Simple decision forests for multi-relational classification	Accuracy	0.63
Hepatitis_std	Type	FORF-NA	Simple decision forests for multi-relational classification	F-measure	0.61
Hepatitis_std	Type	FORF-NA	Simple decision forests for multi-relational classification	AUC ROC	0.64
Hepatitis_std	Type	Graph-NB	Simple decision forests for multi-relational classification	F-measure	0.68
Hepatitis_std	Type	Graph-NB	Simple decision forests for multi-relational classification	Accuracy	0.75
Show all algorithms

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