Audiology (Original)
Donated on 12/2/1987
Nominal audiology dataset from Baylor
Dataset Characteristics
Multivariate
Subject Area
Health and Medicine
Associated Tasks
Classification
Feature Type
Categorical
# Instances
226
# Features
-
Dataset Information
Additional Information
This database does NOT use a standard set of attributes per instance. Contact Ray Bareiss (rbareiss@uunet.uucp ?) for more information. Domain expert: Professor Craig Wier of the University of Texas, Austin.
Has Missing Values?
Yes
Variable 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"
Dataset Files
| File | Size |
|---|---|
| audiology.standardized.data | 37.9 KB |
| audiology.data | 32.4 KB |
| audiology.standardized.names | 6.2 KB |
| audiology.standardized.test | 5 KB |
| audiology.test | 4.9 KB |
0 to 5 of 7
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset audiology_original = fetch_ucirepo(id=7) # data (as pandas dataframes) X = audiology_original.data.features y = audiology_original.data.targets # metadata print(audiology_original.metadata) # variable information print(audiology_original.variables)
Audiology (Original) [Dataset]. (1987). UCI Machine Learning Repository. https://doi.org/10.24432/C5M59M.
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.