{"_buckets": {"deposit": "0a8e881c-7ea5-4ef1-89b6-a0fb22cb6b0d"}, "_deposit": {"created_by": 45, "id": "6181", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "recid", "value": "6181"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/6181", "sets": ["user-uit"]}, "communities": ["uit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Feature Selection based Sequential Minimal Optimization (SMO) Classifier for Heart Disease Classification", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Feature Selection is one of the pre-processing steps in machine learning. Feature Selection effectively reduced the dimensionality of dataset, removing irrelevant and redundant feature. In this paper, we proposed a Correlation based Feature subset Selection (CFS) based Sequential Minimal Optimization (SMO) classifier for heart disease classification. Experimental results of CFS-SMO and SMO are compared by using heart disease dataset from UCI. Comparative results show that the proposed CFS-SMO classifier is better than SMO classifier."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Feature selection"}, {"interim": "Classification"}, {"interim": "Correlation and SMO"}]}, "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": "Feature Selection based Sequential Minimal Optimization (SMO) Classifier for Heart Disease Classification.pdf", "filesize": [{"value": "201 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "mimetype": "application/pdf", "size": 201000.0, "url": {"url": "https://meral.edu.mm/record/6181/files/Feature Selection based Sequential Minimal Optimization (SMO) Classifier for Heart Disease Classification.pdf"}, "version_id": "4888e864-415a-4ad2-a022-7f6441124e8b"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_journal_title": "UJSER"}]}, "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": "Journal article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2019-06-03"}, "item_title": "Feature Selection based Sequential Minimal Optimization (SMO) Classifier for Heart Disease Classification", "item_type_id": "21", "owner": "45", "path": ["1596102355557"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000006181", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-11-17"}, "publish_date": "2020-11-17", "publish_status": "0", "recid": "6181", "relation": {}, "relation_version_is_last": true, "title": ["Feature Selection based Sequential Minimal Optimization (SMO) Classifier for Heart Disease Classification"], "weko_shared_id": -1}