Wage data for benchmarking CROMP model
<p>Data used for benchmarking the CROMP model (doi: https://doi.org/10.5281/zenodo.7152807).</p> <p>This is a synthetic wage data created from Data scientist salary dataset in Kaggle (https://www.kaggle.com/datasets/nikhilbhathi/data-scientist-salary-us-glassdoor). The detailed methodology behind creation of this dataset is explained in the unpublished paper associated with the CROMP model cited above, titled "Constrained Regression with Ordered and Margin-sensitive Parameters: Application in improving interpretability for wage models with prior knowledge" written by this author.</p> <p>The "hc_data" sheet is used for benchmarking the CROMP model.</p>
ShareScore
36/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 4
- Harmonization
- 4
- Access
- 16
- Reuse readiness
- 8
- Engagement
- 4
Dataset details
- Repository
- zenodo
- Published
- October 5, 2022
- License
- cc-by-4.0
- DOI
- 10.5281/zenodo.7152989
Scored with release 0.9.0
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