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Boston housing dataset

The Boston housing dataset is a multivariate dataset containing information about housing prices in Boston. The dataset is used to demonstrate the proposed methods for visualizing feature importance in black box models.

Data and Resources

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Cite this as

Giuseppe Casalicchio, Christoph Molnar, Bernd Bischl (2024). Dataset: Boston housing dataset. https://doi.org/10.57702/eg10wnlo

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It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field Value
Created December 2, 2024
Last update December 2, 2024
Defined In https://doi.org/10.1007/978-3-030-10925-7_40
Citation
  • https://doi.org/10.48550/arXiv.1911.00467
  • https://doi.org/10.48550/arXiv.2203.11691
  • https://doi.org/10.48550/arXiv.1607.02670
Author Giuseppe Casalicchio
More Authors
Christoph Molnar
Bernd Bischl
Homepage https://archive.ics.uci.edu/ml/datasets/Housing