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12 Data Sets

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

2. Connectionist Bench (Nettalk Corpus): The file "nettalk.data" contains a list of 20,008 English words, along with a phonetic transcription for each word. The task is to train a network to produce the proper phonemes

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

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

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

6. Hayes-Roth: Topic: human subjects study

7. Lenses: Database for fitting contact lenses

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

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

10. Balance Scale: Balance scale weight & distance database

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

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


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