Tracing the history and model tractability of datasets
24 Feb 2025
Data Quality
- Resources and approaches to “version” or track modifications to a dataset (ex: data imputation, feature changes)
- Generalizable approaches estimate the quality of a dataset for various models
- Related to #2, how to track these estimates for other’s use (ex: what models are useful, which aren’t, what filtering or transformation are readily applied, etc)
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