Illinois Data Bank

Error_Analysis

Cite this dataset:
Dong, Xiaoru; Xie, Jingyi; Hoang, Linh; Schneider, Jodi (2018): Error_Analysis. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-3782968_V1

Dataset Description

File Name: Error_Analysis.xslx
Data Preparation: Xiaoru Dong
Date of Preparation: 2018-12-12
Data Contributions: Xiaoru Dong, Linh Hoang, Jingyi Xie, Jodi Schneider
Data Source: The classification prediction results of prediction in testing data set
Associated Manuscript authors: Xiaoru Dong, Jingyi Xie, Linh Hoang, and Jodi Schneider
Associated Manuscript, Working title: Machine classification of inclusion criteria from Cochrane systematic reviews

Description: The file contains lists of the wrong and correct prediction of inclusion criteria of Cochrane Systematic Reviews from the testing data set and the length (number of words) of the inclusion criteria.

Notes: In order to reproduce the relevant data to this, please get the code of the project published on GitHub at: https://github.com/XiaoruDong/InclusionCriteria and run the code following the instruction provided.

Subject

Social Sciences

Keywords

 Inclusion criteria, Randomized controlled trials, Machine learning, Systematic reviews

License

 CC0

Funder

 U.S. National Institutes of Health (NIH)-Grant:R01LM010817

Corresponding Creator

 Linh Hoang

Downloaded

 619 times
Version DOI Comment Publication Date
1 10.13012/B2IDB-3782968_V1 2018-12-20

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Dataset update: {"release_date"=>[Thu, 13 Dec 2018, Thu, 20 Dec 2018]} 2019-01-04T21:42:30Z
Dataset update: {"version_comment"=>[nil, ""], "subject"=>[nil, "Social Sciences"]} 2019-01-02T16:22:20Z
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