{"url":"/dataset/glass","name":"Glass","full_name":"Glass Identification","description_markdown":"From USA Forensic Science Service; 6 types of glass; defined in terms of their oxide content (i.e. Na, Fe, K, etc)","description_withheld":null,"homepage":"https://archive.ics.uci.edu/dataset/42/glass+identification","introduced_date":"1987-08-31","introduced_date_note":null,"introduced_by":null,"license":{"name":"CC-BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"modalities":[],"tasks":[],"languages":[],"variants":["Glass"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/core-set-discovery-on-glass-identification","task":"Core set discovery","dataset_variant":"Glass identification","rows":1,"metrics":["F1(10-fold)"],"first_row_in_archive_order":{"model":"EvoCore","paper":"/paper/uncovering-coresets-for-classification-with","metrics":{"F1(10-fold)":"64.3"},"code_links":[{"title":"pietrobarbiero/meco","url":"https://github.com/pietrobarbiero/meco"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/outlier-detection-on-glass-identification","task":"Outlier Detection","dataset_variant":"Glass identification","rows":1,"metrics":["Average Accuracy"],"first_row_in_archive_order":{"model":"ASVDD","paper":"/paper/automatic-support-vector-data-description","metrics":{"Average Accuracy":"99.05"},"code_links":[{"title":"RezaSadeghiWSU/ASVDD","url":"https://github.com/RezaSadeghiWSU/ASVDD"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/uncovering-coresets-for-classification-with","title":"Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms","date":"2020-02-20","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/automatic-support-vector-data-description","title":"Automatic support vector data description","date":"2018-01-01","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+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."}