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StudentPerformancePortugueseDataset

Dataset class for the Student Performance Portuguese dataset that contains sensitive attributes among feature columns. Source: https://github.com/tailequy/fairness_dataset/blob/main/experiments/data/student_por_new.csv Description: https://arxiv.org/pdf/2110.00530.pdf (Section 3.4.1)

Parameters

  • subsample_size (int) – defaults to None

    Subsample size to create based on the input dataset

  • subsample_seed (int) – defaults to None

    Seed for sampling using the sample() method from pandas