{"_buckets": {"deposit": "7e6612f6-9910-4c1e-9116-73f2c0cbf36e"}, "_deposit": {"id": "5065", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "5065"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/5065", "sets": ["1597824273898", "user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Classification of Lung Diseases Using Decision Tree Algorithm (C4.5)", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Nowadays, it is increasing usage of datamining techniques on medical data for discoveringuseful trends and patterns that are used indiagnosis and decision making. Decision Tree isone of the successful data mining techniques usedfor predicting medical diagnosis. Human expertsin medical field are frequently in great demand.Health care system giving health information mayhelp whether the patient’s symptom is serious ornot.In this paper, C4.5 algorithm is used toclassify the lung diseases in the implementation ofhealth care system.The dataset used in this systemis the lung diseases dataset containing 3601training data records. Accuracy comparison withother decision tree algorithms such as ID3 andCART has been implemented. Among thesealgorithms, C4.5 gives better accuracy than ID3and CART on lung diseases dataset."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-18"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "60_PDFsam_PSC_final proof.pdf", "filesize": [{"value": "243 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 243000.0, "url": {"url": "https://meral.edu.mm/record/5065/files/60_PDFsam_PSC_final proof.pdf"}, "version_id": "b9fb981e-9c17-40f5-abae-ee18ff248d79"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Eighth Local Conference on Parallel and Soft Computing", "subitem_pages": "", "subitem_volume": ""}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "", "subitem_c_date": "", "subitem_conference_title": "", "subitem_part": "", "subitem_place": "", "subitem_session": "", "subitem_website": ""}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{"subitem_book_title": "", "subitem_isbn": "", "subitem_pages": "", "subitem_place": "", "subitem_publisher": ""}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_awarding_university": "", "subitem_supervisor(s)": [{"subitem_supervisor": ""}]}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Khine, Hnin Htet Htet"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2017-12-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/957"}, "item_title": "Classification of Lung Diseases Using Decision Tree Algorithm (C4.5)", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000005065", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-18"}, "publish_date": "2019-07-18", "publish_status": "0", "recid": "5065", "relation": {}, "relation_version_is_last": true, "title": ["Classification of Lung Diseases Using Decision Tree Algorithm (C4.5)"], "weko_shared_id": -1}