1. EEG Database: This data arises from a large study to examine EEG correlates of genetic predisposition to alcoholism. It contains measurements from 64 electrodes placed on the scalp sampled at 256 Hz 2. Japanese Credit Screening: Includes domain theory (generated by talking to Japanese domain experts); data in Lisp 3. Annealing: Steel annealing data 4. Arrhythmia: Distinguish between the presence and absence of cardiac arrhythmia and classify it in one of the 16 groups. 5. Auto MPG: Revised from CMU StatLib library, data concerns city-cycle fuel consumption 6. Automobile: From 1985 Ward's Automotive Yearbook 7. Pittsburgh Bridges: Bridges database that has original and numeric-discretized datasets 8. Credit Approval: This data concerns credit card applications; good mix of attributes 9. Cylinder Bands: Used in decision tree induction for mitigating process delays known as "cylinder bands" in rotogravure printing 10. Dermatology: Aim for this dataset is to determine the type of Eryhemato-Squamous Disease. 11. Echocardiogram: Data for classifying if patients will survive for at least one year after a heart attack 12. Flags: From Collins Gem Guide to Flags, 1986 13. Heart Disease: 4 databases: Cleveland, Hungary, Switzerland, and the VA Long Beach 14. Hepatitis: From G.Gong: CMU; Mostly Boolean or numeric-valued attribute types; Includes cost data (donated by Peter Turney) 15. Horse Colic: Well documented attributes; 368 instances with 28 attributes (continuous, discrete, and nominal); 30% missing values 16. Housing: Taken from StatLib library 17. Liver Disorders: BUPA Medical Research Ltd. database donated by Richard S. Forsyth 18. Mechanical Analysis: Fault diagnosis problem of electromechanical devices; also PUMPS DATA SET is newer version with domain theory and results 19. Meta-data: Meta-Data was used in order to give advice about which classification method is appropriate for a particular dataset (taken from results of Statlog project). 20. Servo: Data was from a simulation of a servo system 21. Teaching Assistant Evaluation: The data consist of evaluations of teaching performance; scores are "low", "medium", or "high" 22. University: Data in original (LISP-readable) form 23. Zoo: Artificial, 7 classes of animals 24. Coil 1999 Competition Data: This data set is from the 1999 Computational Intelligence and Learning (COIL) competition. The data contains measurements of river chemical concentrations and algae densities. 25. Statlog (Australian Credit Approval): This file concerns credit card applications. This database exists elsewhere in the repository (Credit Screening Database) in a slightly different form 26. Statlog (German Credit Data): This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix 27. Statlog (Heart): This dataset is a heart disease database similar to a database already present in the repository (Heart Disease databases) but in a slightly different form 28. Acute Inflammations: The data was created by a medical expert as a data set to test the expert system,
which will perform the presumptive diagnosis of two diseases of the urinary system.
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