Illinois Data Bank - Dataset

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 445 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