{"_buckets": {"deposit": "bd37568e-afd0-403d-812c-49b4cb3f76e0"}, "_deposit": {"id": "4183", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4183"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4183", "sets": ["1597824273898", "user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Diagnosis of Hypothyroid Disease by Using Decision Tree Induction", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Data mining is the process of discovering usefulinformation underlying the data. Powerfultechniques are needed to extract patterns from largedata because traditional statistical tools areefficient enough any more. Classification andprediction are two forms of data analysis that canbe used predict future data trends. In this paper, weproposed a diagnosis system for Hypothyroiddisease by using decision tree induction algorithm.Decision tree induction algorithms have been usedfor classification in a wide range of applicationdomains. Decision trees are potentially powerfulpredictors and explicitly represent the structure of adataset. In this system, C4.5 classification algorithmis analyzed to build the model from a given set oftraining data and then produced classification rules.It examines the patient is positive or negative inhypothyroid. The performance evaluation of oursystem is also discussed in this paper."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Data mining"}, {"interim": "Classification"}, {"interim": "Decision Tree Induction"}, {"interim": "Cross Validation method"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-08-06"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "55334.pdf", "filesize": [{"value": "270 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 270000.0, "url": {"url": "https://meral.edu.mm/record/4183/files/55334.pdf"}, "version_id": "2d4c979e-5f03-45dc-b46d-639270984d44"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fourth 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": "Htut, May Zin"}, {"subitem_authors_fullname": "Win, Thin Zar"}]}]}, "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": "2009-12-30"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1879"}, "item_title": "Diagnosis of Hypothyroid Disease by Using Decision Tree Induction", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004183", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-08-06"}, "publish_date": "2019-08-06", "publish_status": "0", "recid": "4183", "relation": {}, "relation_version_is_last": true, "title": ["Diagnosis of Hypothyroid Disease by Using Decision Tree Induction"], "weko_shared_id": -1}