WARNING: This database should be credited to the original owner whenever used for any publication whatsoever. 1. Title: Audiology Database 2. Sources: (a) Original Owner: Professor Jergen at Baylor College of Medicine (b) Donor: Bruce Porter (porter@fall.cs.utexas.EDU) (c) Date Received: 12/3/1987 3. Past Usage: -- See: Bareiss, E. Ray, & Porter, Bruce (1987). Protos: An Exemplar-Based Learning Apprentice. In the Proceedings of the 4th International Workshop on Machine Learning, 12-23, Irvine, CA: Morgan Kaufmann. 4. Relevant Information: -- Contact Ray Bareiss (rbareiss@uunet.uucp ??), now at Vanderbilt University, for more information. -- Domain expert: Professor Craig Wier of the University of Texas, Austin. 5. Number of instances: 200 training cases, 26 test cases 6. Number of attributes: ??? 7. Attribute information: (all attributes are nominally valued) 1. case identifier. 2. classification (24 classes) 3. List of case features -- format: form f(v) should be read as "feature f has value v" 8. Missing attribute values: -- This database does NOT use a standard set of attributes per instance. 9. Class Distribution: (in the training set) 1. acoustic_neuroma: 1 2. bells_palsy: 1 3. cochlear_age: 46 4. cochlear_age_and_noise: 18 5. cochlear_age_plus_poss_menieres: 1 6. cochlear_noise_and_heredity: 2 7. cochlear_poss_noise: 16 8. cochlear_unknown: 48 9. conductive_discontinuity: 2 10. conductive_fixation: 6 11. mixed_cochlear_age_fixation: 1 12. mixed_cochlear_age_otitis_media: 4 13. mixed_cochlear_age_s_om: 2 14. mixed_cochlear_unk_discontinuity: 2 15. mixed_cochlear_unk_fixation: 5 16. mixed_cochlear_unk_ser_om: 3 17. mixed_poss_central_om: 1 18. mixed_poss_noise_om: 2 19. normal_ear: 20 20. otitis_media: 4 21. poss_central: 1 22. possible_brainstem_disorder: 4 23. possible_menieres: 8 24. retrocochlear_unknown: 2 --------------------Total: 200