{"_buckets": {"deposit": "86a58e45-9c79-46bc-b481-4967a81f02c8"}, "_deposit": {"created_by": 45, "id": "6179", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "recid", "value": "6179"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/6179", "sets": ["user-uit"]}, "communities": ["uit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Classification of Radar Returns from Ionosphere Using NB-Tree and CFS", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "This paper present an experimental different classifiers namely Naïve Bayes (NB) and NB-Tree for classification of radar returns from Ionosphere dataset. Correlation-based Feature Subset Selection (CFS) is also used for attribute selection. The purpose is to achieve the efficient classification. The comparison of NB classifier and NB-Tree is done based on Ionosphere dataset from UCI machine learning repository. NBwith CFS gives better accuracy for classification of radar returns from ionosphere."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "classification"}, {"interim": "feature selection"}, {"interim": "NB"}, {"interim": "NB-Tree"}, {"interim": "CFS"}]}, "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": "Classification of Radar Returns from Ionoshpere Using NB-Tree and CFS.pdf", "filesize": [{"value": "1.5 Mb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "mimetype": "application/pdf", "size": 1500000.0, "url": {"url": "https://meral.edu.mm/record/6179/files/Classification of Radar Returns from Ionoshpere Using NB-Tree and CFS.pdf"}, "version_id": "142764f1-2871-49ac-8e20-5b6f0041e7ab"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "5", "subitem_journal_title": "International Journal of Trend in Scientific Research and Development (IJTSRD)", "subitem_pages": "1640-1642", "subitem_volume": "2"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Aung Nway Oo"}]}]}, "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": "2018-08-01"}, "item_title": "Classification of Radar Returns from Ionosphere Using NB-Tree and CFS", "item_type_id": "21", "owner": "45", "path": ["1596102355557"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000006179", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-11-17"}, "publish_date": "2020-11-17", "publish_status": "0", "recid": "6179", "relation": {}, "relation_version_is_last": true, "title": ["Classification of Radar Returns from Ionosphere Using NB-Tree and CFS"], "weko_shared_id": -1}