Automatic construction and natural-language description of nonparametric regression models
- Submitting institution
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University of Cambridge
- Unit of assessment
- 12 - Engineering
- Output identifier
- 10358
- Type
- E - Conference contribution
- DOI
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- Title of conference / published proceedings
- Proceedings of the National Conference on Artificial Intelligence
- First page
- 1242
- Volume
- 2
- Issue
- -
- ISSN
- -
- Open access status
- -
- Month of publication
- January
- Year of publication
- 2014
- URL
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- Supplementary information
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- Request cross-referral to
- -
- Output has been delayed by COVID-19
- No
- COVID-19 affected output statement
- -
- Forensic science
- No
- Criminology
- No
- Interdisciplinary
- No
- Number of additional authors
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4
- Research group(s)
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- Proposed double-weighted
- No
- Reserve for an output with double weighting
- No
- Additional information
- This paper introduced the 'Automatic Statistician', an AI for Data Science that produces automated reports from data using automatic model selection. It featured in the MIT Technology Review article Automating the Data Scientists (https://www.technologyreview.com/2015/02/13/110778/automating-the-data-scientists/). It is being commercialized by UK start-up company AI Machines (company number 09922074).
- Author contribution statement
- -
- Non-English
- No
- English abstract
- -
