Nasarian CAD Dataset
Donated on 2/27/2020
This dataset comprises records of 150 subjects (all male employees in Iran have visited the Abadan Occupational (Industrial) Medicine Clinic) and 52 features.
Dataset Characteristics
Multivariate
Subject Area
Life Science
Associated Tasks
Classification
Feature Type
-
# Instances
150
# Features
52
Dataset Information
Additional Information
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Has Missing Values?
No
Variable Information
Provide information about each attribute in your data set.
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Citation
Nasarian CAD Dataset. (2020). UCI Machine Learning Repository. https://doi.org/10.24432/C5BC96.
BibTeX
@misc{misc_nasarian_cad_dataset_557,
title = {{Nasarian CAD Dataset}},
year = {2020},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5BC96}
}Install the ucimlrepo package
pip install ucimlrepo
Import the dataset into your code
View the full documentationfrom ucimlrepo import fetch_ucirepo # fetch dataset nasarian_cad_dataset = fetch_ucirepo(id=557) # data (as pandas dataframes) X = nasarian_cad_dataset.data.features y = nasarian_cad_dataset.data.targets # metadata print(nasarian_cad_dataset.metadata) # variable information print(nasarian_cad_dataset.variables)
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.