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Tabular Datasets
The paper uses four tabular datasets: Breast Cancer, Hepatitis, Indian Liver Patient, and Adults. -
MNIST and Lending Club Loan datasets
The MNIST dataset is used for image classification, and the Lending Club Loan dataset is used for tabular data. -
Employee, Telescope, Default, NewsPopularity
Tabular datasets for active learning on deep neural networks -
Cleveland dataset
Tabular data consists of rows and columns corresponding to instances and features, respectively. Past studies indicate that traditional classifiers often produce unsatisfactory... -
Bank Marketing dataset
The Bank Marketing dataset is a commonly used dataset in the fairness literature, containing information about individuals' demographic and economic characteristics.