1099 30 15548 2 50499 document 15548 Simpson1729.zip application/zip 24b0c5ae0e3f18e93387f19eb8cb9ea4 MD5 197616 2021-12-09 10:22:54 https://researchdata.bath.ac.uk/1099/1/Simpson1729.zip 1099 1 1 application/zip other Zip of data to support chapter "Quality and Bias". en public cc_by

Simpson1729.zip

data archive 175 disk0/00/00/10/99 2022-03-14 08:20:15 2024-07-15 10:59:53 2022-03-14 08:20:15 data_collection show Davenport James J.H.Davenport@bath.ac.uk 0000-0002-3982-7545 University of Bath FALSE FB0010 GJ0090 dept_compsci Artificial Intelligence, Bias, Simpson's Paradox Dataset is a MATLAB program, and its output, for the graphs illustrating in Davenport's chapter "Quality and Bias" in the BCS-published book, edited by Adam Leon Smith, on "Artificial Intelligence and Software Testing". They are provided here, and linked from the book, to allow readers to experiment. 2022-03-10 University of Bath public Simpson's paradox is a major problem in data analysis. These graphs were created (via a MATLAB program with a fixed 'random' seed) to illustrate the paradox. The program and files are provided to allow the reader to experiment and see how sensitive Simpson's paradox is to the random seed or the various parameters used. RightsHolder University of Bath University of Bath https://doi.org/10.13039/501100000835 artai This dataset goes with the graphs on Simpson's paradox in Davenport's chapter in the BCS-published book, edited by Adam Leon Smith, on "Artificial Intelligence and Software Testing". The .m file generates the .fig, from which the .jpg was saved. No additional manipulations were performed on the .fig between generation and saving the .jpg. 1729 (Hardy's taxi number) is explicitly set as the seed to ensure reproducibility. Data generated 14 November 2021, and images signed off 8 December 2021. en 1 10.15125/BATH-01099 https://shop.bcs.org/store/221/detail/workgroup?id=3-221-9781780175768 pub open Dataset