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Median Coherence "],"date_uploaded_dtsi":"2022-08-10T17:57:04Z","date_modified_dtsi":"2022-08-10T17:57:04Z","isPartOf_ssim":["admin_set/default"],"doi_tesim":["doi:10.7945/e88y-j769"],"genre_tesim":["Map/Chart"],"note_tesim":["Interactive Version available online at: https://public.tableau.com/views/Hyperparameter_CoherenceEvaluations/MedianCoherence?:language=en-US\u0026:display_count=n\u0026:origin=viz_share_link"],"college_tesim":["Libraries"],"department_tesim":["Digital Scholarship Center (DSC)"],"creator_tesim":["McCabe, Erin E."],"publisher_tesim":["University of Cincinnati"],"subject_tesim":["Topic Models","Natural Language Processing","Topic Coherence"],"language_tesim":["English"],"description_tesim":["Heat map visualization of median coherence scores for three corpora: Caselaw (cas), Pubmed Abstracts (pma), Pubmed Central (pmc).\r\nMedian coherence scores across all search-term based models (\"climate\", \"earth\", \"environmental\" \"pollution\")\r\nThe median is found from 1,116 total coherence scores. Coherence was scored across every combination of:\r\n - TopicCount: 10-40\r\n - Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric]\r\n - Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric]\r\n"],"license_tesim":["http://creativecommons.org/publicdomain/mark/1.0/"],"date_created_tesim":["2022"],"related_url_tesim":["https://public.tableau.com/views/Hyperparameter_CoherenceEvaluations/MedianCoherence?:language=en-US\u0026:display_count=n\u0026:origin=viz_share_link"],"thumbnail_path_ss":"/assets/work-ff055336041c3f7d310ad69109eda4a887b16ec501f35afc0a547c4adb97ee72.png","suppressed_bsi":false,"actionable_workflow_roles_ssim":["admin_set/default-default-depositing"],"workflow_state_name_ssim":["deposited"],"member_of_collections_ssim":["'Model of Models' Methods"],"member_of_collection_ids_ssim":["ng451k09w"],"visibility_ssi":"open","admin_set_tesim":["Default Admin Set"],"sort_title_ssi":"FIGURE X MEDIAN COHERENCE ","human_readable_type_tesim":["Image"],"read_access_group_ssim":["public"],"edit_access_group_ssim":["admin"],"edit_access_person_ssim":["mccabeen@ucmail.uc.edu"],"nesting_collection__ancestors_ssim":["ng451k09w"],"nesting_collection__parent_ids_ssim":["ng451k09w"],"nesting_collection__pathnames_ssim":["ng451k09w/hh63sx59t"],"nesting_collection__deepest_nested_depth_isi":2,"_version_":1740797926019432448,"timestamp":"2022-08-10T17:57:52.097Z","score":0.00049999997}],"facets":[{"name":"human_readable_type_sim","items":[{"value":"Image","hits":4797,"label":"Image"},{"value":"Dataset","hits":3723,"label":"Dataset"},{"value":"Etd","hits":994,"label":"Etd"},{"value":"Document","hits":979,"label":"Document"},{"value":"Article","hits":964,"label":"Article"},{"value":"Student Work","hits":755,"label":"Student Work"}],"label":"Human Readable Type Sim"},{"name":"creator_sim","items":[{"value":"Snider, Jerry A. 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