Datasets:
ohsumed

Task Categories: text-classification
Languages: English
Multilinguality: monolingual
Size Categories: 100K<n<1M
Language Creators: crowdsourced
Annotations Creators: human-annotated
Source Datasets: original
ohsumed / dataset_infos.json
{"ohsumed": {"description": "The OHSUMED test collection is a set of 348,566 references from\nMEDLINE, the on-line medical information database, consisting of\ntitles and/or abstracts from 270 medical journals over a five-year\nperiod (1987-1991). The available fields are title, abstract, MeSH\nindexing terms, author, source, and publication type.\n", "citation": "@InProceedings{10.1007/978-1-4471-2099-5_20,\nauthor=\"Hersh, William\nand Buckley, Chris\nand Leone, T. J.\nand Hickam, David\",\neditor=\"Croft, Bruce W.\nand van Rijsbergen, C. J.\",\ntitle=\"OHSUMED: An Interactive Retrieval Evaluation and New Large Test Collection for Research\",\nbooktitle=\"SIGIR '94\",\nyear=\"1994\",\npublisher=\"Springer London\",\naddress=\"London\",\npages=\"192--201\",\nabstract=\"A series of information retrieval experiments was carried out with a computer installed in a medical practice setting for relatively inexperienced physician end-users. Using a commercial MEDLINE product based on the vector space model, these physicians searched just as effectively as more experienced searchers using Boolean searching. The results of this experiment were subsequently used to create a new large medical test collection, which was used in experiments with the SMART retrieval system to obtain baseline performance data as well as compare SMART with the other searchers.\",\nisbn=\"978-1-4471-2099-5\"\n}\n", "homepage": "http://davis.wpi.edu/xmdv/datasets/ohsumed.html", "license": "CC BY-NC 4.0", "features": {"seq_id": {"dtype": "int64", "id": null, "_type": "Value"}, "medline_ui": {"dtype": "int64", "id": null, "_type": "Value"}, "mesh_terms": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "publication_type": {"dtype": "string", "id": null, "_type": "Value"}, "abstract": {"dtype": "string", "id": null, "_type": "Value"}, "author": {"dtype": "string", "id": null, "_type": "Value"}, "source": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "ohsumed", "config_name": "ohsumed", "version": {"version_str": "1.1.0", "description": null, "major": 1, "minor": 1, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 60117860, "num_examples": 54709, "dataset_name": "ohsumed"}, "test": {"name": "test", "num_bytes": 338533901, "num_examples": 293855, "dataset_name": "ohsumed"}}, "download_checksums": {"https://trec.nist.gov/data/filtering/t9.filtering.tar.gz": {"num_bytes": 139454017, "checksum": "39184391aab6d080699882dbfd87de4cbcb24cce8a0cffd611debf18914481b0"}}, "download_size": 139454017, "post_processing_size": null, "dataset_size": 398651761, "size_in_bytes": 538105778}}