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Intersectional-Bias-Assessment - MaRDI portal

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Intersectional-Bias-Assessment

From MaRDI portal
Dataset:6037860



OpenML45040MaRDI QIDQ6037860

OpenML dataset with id 45040

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22111930/Intersectional-Bias-Assessment.arff

Upload date: 11 January 2023



Dataset Characteristics

Number of classes: 0
Number of features: 20 (numeric: 15, symbolic: 0 and in total binary: 0 )
Number of instances: 11,000
Number of instances with missing values: 0
Number of missing values: 0

Description

This synthetic dataset contains demographic and clinical data used to train a classifier to predict a diagnosis (of schizophrenia or depression) and assess the model performance for intersectional bias.

This dataset is used in the tutorial 'An Intersectional Approach to Model Construction and Evaluation in Mental Health Care' presented at ACM FAccT 2022.






This page was built for dataset: Intersectional-Bias-Assessment

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