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25 Data Sets

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1. LED Display Domain: From Classification and Regression Trees book; We provide here 2 C programs for generating sample databases

2. Trains: 2 data formats (structured, one-instance-per-line)

3. Shuttle Landing Control: Tiny database; all nominal values

4. Balloons: Data previously used in cognitive psychology experiment; 4 data sets represent different conditions of an experiment

5. Lenses: Database for fitting contact lenses

6. Soybean (Small): Michalski's famous soybean disease database

7. Lymphography: This lymphography domain was obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia. (Restricted access)

8. Hayes-Roth: Topic: human subjects study

9. Audiology (Original): Nominal audiology dataset from Baylor

10. Audiology (Standardized): Standardized version of the original audiology database

11. SPECT Heart: Data on cardiac Single Proton Emission Computed Tomography (SPECT) images. Each patient classified into two categories: normal and abnormal.

12. Breast Cancer: Breast Cancer Data (Restricted Access)

13. Soybean (Large): Michalski's famous soybean disease database

14. Syskill and Webert Web Page Ratings: This database contains HTML source of web pages plus the ratings of a single user on these web pages. Web pages are on four seperate subjects (Bands- recording artists; Goats; Sheep; and BioMedical)

15. Primary Tumor: From Ljubljana Oncology Institute

16. MONK's Problems: A set of three artificial domains over the same attribute space; Used to test a wide range of induction algorithms

17. Congressional Voting Records: 1984 United Stated Congressional Voting Records; Classify as Republican or Democrat

18. Balance Scale: Balance scale weight & distance database

19. Tic-Tac-Toe Endgame: Binary classification task on possible configurations of tic-tac-toe game

20. Car Evaluation: Derived from simple hierarchical decision model, this database may be useful for testing constructive induction and structure discovery methods.

21. Chess (King-Rook vs. King-Pawn): King+Rook versus King+Pawn on a7 (usually abbreviated KRKPA7).

22. HIV-1 protease cleavage: The data contains lists of octamers (8 amino acids) and a flag (-1 or 1) depending on whether HIV-1 protease will cleave in the central position (between amino acids 4 and 5).

23. Mushroom: From Audobon Society Field Guide; mushrooms described in terms of physical characteristics; classification: poisonous or edible

24. Nursery: Nursery Database was derived from a hierarchical decision model originally developed to rank applications for nursery schools.

25. Connect-4: Contains connect-4 positions


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