openml / openml-data

For tracking issues related to OpenML datasets

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OpenML-CC18 #62

Open sebffischer opened 7 months ago

sebffischer commented 7 months ago

This is a summary issue for datasets contained the OpenML CC-18. If you find any problems with datasets contained in the CC-18, please first create an issue that describes the problem for the dataset here and then comment a link with this issue here.

mfeurer commented 5 months ago

52: Dataset 40978: Internet Advertisment

mfeurer commented 5 months ago

59: Dataset 6332: Cylinder Bands

mfeurer commented 5 months ago

5: PenDigits and MNIST

mfeurer commented 5 months ago

4: analcatdata_authorship, climate-model-simulation-crashes, potentially churn because why would a phone number be a numeric feature

mfeurer commented 5 months ago

Issues described in our NeurIPS paper:

sick is a newer version of the hypothyroid dataset
electricity has time-related features
balance_scale is an artificial dataset (in hindsight I would say it is borderline between artificial and simulated)
The paper also mentions MNIST, but MNIST is already mentioned in issue #5