{"_buckets": {"deposit": "cb545bfb-9e27-42de-93c5-571c4ebab16f"}, "_deposit": {"id": "3773", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3773"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3773", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Classification of butterfly’s sub families system using fuzzy bayesian decision method", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Data Mining refers to extracting or miningknowledge from large amounts of data. Classificationis an important technique in data mining.Classification is the process of finding a set ofmodels that describe and distinguish data classes, forthe purpose of being able to use the model to predictthe class of objects whose class label is unknown. Inthis paper, Fuzzy Bayesian Classifier is one ofsimplest probabilistic classifiers. It is based on BayesTheorem. A fuzzy logic based methodology forclassification is developed and used in supervisedlearning. In this paper, Fuzzy Bay esian is used tobuild a classifier using a set of butterfly trainingdataset and to test the unknown dataset. Theevaluation of the performance of the classifier isbased on the feature set by using the hold out methodas the evaluation criteria. The expe riment isperformed on sub family of butterfly dataset from UCI rvine Repository of Machine Learning Databases."}]}, "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": "2019-07-31"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "54086.pdf", "filesize": [{"value": "371 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 371000.0, "url": {"url": "https://meral.edu.mm/record/3773/files/54086.pdf"}, "version_id": "ddb01a0c-a38f-4003-bbbe-7d6b293c369b"}]}, "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": "Aung, Nway Yu"}, {"subitem_authors_fullname": "Aung, Thandar"}]}]}, "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/123456789/1505"}, "item_title": "Classification of butterfly’s sub families system using fuzzy bayesian decision method", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003773", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-31"}, "publish_date": "2019-07-31", "publish_status": "0", "recid": "3773", "relation": {}, "relation_version_is_last": true, "title": ["Classification of butterfly’s sub families system using fuzzy bayesian decision method"], "weko_shared_id": -1}