Credit/Origin? · EpistasisLab/pmlb#13

2017-12-19T10:21:03.000Z

1. Nice resource! I may add some to it in future (although the ones I use for benchmarking are considerably "rarer" than the ones here - time-series + raw text + locations, entities, etc') . 2. The varied datasets dont seem to have credit as to their origin. (e.g. "winered" - I assume is the wine datasets from UCI, but there's nothing about that in the data folder or the csv.gz file). Adding the origin (even at the "site" level, e.g. "UCI", "open-ML", "kaggle datasets", "KDD") would make it much easier to analyze the original datasets, context ,domain and interpretation (e.g. "Looking for datasets on time-series + predictive maintenance").

(10 留言) (2 反應) (0 負責人)Python (734 star) (129 fork)batch import

enhancementhelp wanted

描述

Nice resource! I may add some to it in future (although the ones I use for benchmarking are considerably "rarer" than the ones here - time-series + raw text + locations, entities, etc') .
The varied datasets dont seem to have credit as to their origin. (e.g. "winered" - I assume is the wine datasets from UCI, but there's nothing about that in the data folder or the csv.gz file). Adding the origin (even at the "site" level, e.g. "UCI", "open-ML", "kaggle datasets", "KDD") would make it much easier to analyze the original datasets, context ,domain and interpretation (e.g. "Looking for datasets on time-series + predictive maintenance").

貢獻者指南

技術棧: python
領域: datadocumentation
議題類型: feature
難度: 2
預計時間: 1-3 hours
活動狀態: stale
清晰度: clear
前置要求: Familiarity with PythonBasic understanding of dataset metadata
新手友善度: 70
研究方向: The issue requests adding credit/origin information to each dataset in the PMLB repository. For each dataset, we need to identify the original source (e.g., UCI, OpenML, Kaggle) and add a column or metadata file indicating the origin. This involves examining the datasets' documentation or contacting maintainers for unknown origins. The outcome should be a clear attribution in the repository's data folder or CSV files.