{"_buckets": {"deposit": "754bbf57-0879-47ba-b29e-2829502f55c1"}, "_deposit": {"created_by": 45, "id": "6182", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "recid", "value": "6182"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/6182", "sets": ["user-uit"]}, "communities": ["uit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Comparative Study of Classification Algorithms for Diabetes and Chronic Kidney Disease Diagnosis", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Now a day, data mining and machine learning methods are used to analyse the medical dataset.\nThese techniques can reduce the number of tests to be taken by a patient, can save cost and can also save time\nfor both, doctors and patients. Classification is a classic data mining technique based on machine learning.\nThere are many classification algorithms that can be used for medical domain. In this paper, Naïve Bayes,\nRandom Forest, KStar and PART classification algorithms are used to classify Diabetes dataset and Chronic\nKidney Disease (CKD) dataset. The main objective of this paper is to compare the classification results of\neach classifier for Diabetes dataset and Chronic Kidney Disease (CKD) dataset."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "data mining"}, {"interim": "machine learning"}, {"interim": "classification"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2020-11-17"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "COMPARATIVE STUDY OF CLASSIFICATION ALGORITHMS FOR DIABETES AND CHRONIC KIDNEY DISEASE DIAGNOSIS.pdf", "filesize": [{"value": "500 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_0", "mimetype": "application/pdf", "size": 500000.0, "url": {"url": "https://meral.edu.mm/record/6182/files/COMPARATIVE STUDY OF CLASSIFICATION ALGORITHMS FOR DIABETES AND CHRONIC KIDNEY DISEASE DIAGNOSIS.pdf"}, "version_id": "b40cbb58-5e5e-4e86-9832-e13ebfa0e7ab"}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "UCSER", "subitem_c_date": "17 August, 2019", "subitem_conference_title": "2nd University Conference on Science, Engineering and Research", "subitem_place": "Technological University (Kyaukse), Myanmar"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Aung Nway Oo"}, {"subitem_authors_fullname": "Khin Thuzar Win"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Conference paper"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2019-08-17"}, "item_title": "Comparative Study of Classification Algorithms for Diabetes and Chronic Kidney Disease Diagnosis", "item_type_id": "21", "owner": "45", "path": ["1596102355557"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000006182", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-11-17"}, "publish_date": "2020-11-17", "publish_status": "0", "recid": "6182", "relation": {}, "relation_version_is_last": true, "title": ["Comparative Study of Classification Algorithms for Diabetes and Chronic Kidney Disease Diagnosis"], "weko_shared_id": -1}