{"url":"/dataset/aur-umb-dataset","name":"AUR & UMB dataset","full_name":"Anticancer Efficacy of Auraptene & Umbelliprenin: In Vitro Viability Dataset","description_markdown":"**[This dataset](https://doi.org/10.5061/dryad.cvdncjt9k) contains quantitative data on the anticancer effects of the natural coumarins Auraptene (AUR) and Umbelliprenin (UMB) across 27 studies. The data were collected from published literature reporting the impacts of AUR and UMB treatment on the viability of diverse human cancer cell lines.**\r\n\r\n[The data](https://doi.org/10.5061/dryad.cvdncjt9k) are from published literature, as cited in this [paper](https://www.nature.com/articles/s41598-024-62747-z).\r\nThe codes utilized in the paper are available at: [https://github.com/moneuron/srep-meta-codes](https://github.com/moneuron/srep-meta-codes)","description_withheld":null,"homepage":"","introduced_date":"2024-05-27","introduced_date_note":null,"introduced_by":{"paper":"/paper/joining-up-the-scattered-anticancer-knowledge","title":"Joining up the scattered anticancer knowledge on auraptene and umbelliprenin: a meta-analysis","first_author":"Shakiba","url":null},"license":null,"modalities":[{"name":"Biology","url":"/datasets/modality/biology"}],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["AUR & UMB dataset"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/classification-on-aur-umb-dataset","task":"Classification","dataset_variant":"AUR & UMB dataset","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"RandomForestClassifier","paper":"/paper/joining-up-the-scattered-anticancer-knowledge","metrics":{"Accuracy":"82%"},"code_links":[{"title":"moneuron/srep-meta-codes","url":"https://github.com/moneuron/srep-meta-codes"},{"title":"moneuron/meta","url":"https://github.com/moneuron/meta"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/joining-up-the-scattered-anticancer-knowledge","title":"Joining up the scattered anticancer knowledge on auraptene and umbelliprenin: a meta-analysis","date":"2024-05-23","rows_on_this_dataset":1,"code_links":2,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}