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Adult dataset

A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category typically being lower than the actual target rate for members of that category in the training set.

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Cite this as

Seth Neel, Aaron Roth, Giuseppe Vietri, Zhiwei Steven Wu (2024). Dataset: Adult dataset. https://doi.org/10.57702/cuh7j83e

DOI retrieved: November 25, 2024

Additional Info

Field Value
Created November 25, 2024
Last update December 2, 2024
Defined In https://doi.org/10.48550/arXiv.2206.10923
Citation
  • https://doi.org/10.48550/arXiv.2304.00061
  • https://doi.org/10.48550/arXiv.2102.13472
  • https://doi.org/10.48550/arXiv.2307.01384
  • https://doi.org/10.48550/arXiv.2402.15274
  • https://doi.org/10.48550/arXiv.2305.18504
  • https://doi.org/10.48550/arXiv.1803.10815
  • https://doi.org/10.48550/arXiv.2310.16506
  • https://doi.org/10.48550/arXiv.1505.05723
  • https://doi.org/10.48550/arXiv.2009.04441
  • https://doi.org/10.48550/arXiv.2401.00583
  • https://doi.org/10.48550/arXiv.1908.03840
  • https://doi.org/10.48550/arXiv.1909.01783
  • https://doi.org/10.48550/arXiv.1905.12843
  • https://doi.org/10.48550/arXiv.2311.03000
  • https://doi.org/10.48550/arXiv.2401.02062
  • https://doi.org/10.48550/arXiv.2403.13125
  • https://doi.org/10.48550/arXiv.2109.08344
  • https://doi.org/10.1002/int.22354
  • https://doi.org/10.48550/arXiv.1703.00377
  • https://doi.org/10.48550/arXiv.2302.08158
  • https://doi.org/10.48550/arXiv.2407.03080
  • https://doi.org/10.48550/arXiv.2104.02532
  • https://doi.org/10.48550/arXiv.2010.09293
  • https://doi.org/10.48550/arXiv.2206.11436
  • https://doi.org/10.48550/arXiv.2309.08678
  • https://doi.org/10.48550/arXiv.1901.08291
  • https://doi.org/10.48550/arXiv.2407.14210
  • https://doi.org/10.1007/978-3-031-44070-0_20
  • https://doi.org/10.48550/arXiv.2010.04050
  • https://doi.org/10.48550/arXiv.2310.01937
  • https://doi.org/10.1007/978-3-031-68323-7_33
  • https://doi.org/10.48550/arXiv.2301.11584
Author Seth Neel
More Authors
Aaron Roth
Giuseppe Vietri
Zhiwei Steven Wu
Homepage https://archive.ics.uci.edu/ml/datasets/Adult