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Released Experimental Dataset for Sampled Automated Machine Learning

Released Experimental Dataset of "Doing More with Less: Characterizing Dataset Downsampling for AutoML"   Experiments were run for 5 and 60 minutes on 16 datasets: 4 small: < 10.000 5 medium: < 100.000 7 large: > 100.000

ShareScore

40/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship: 8
Harmonization: 4
Access: 16
Reuse readiness: 8
Engagement: 4

Topics

Automated Machine Learning AutoML Machine Learning Sampling