{"_buckets": {"deposit": "23a8ae35-f0f3-438c-bc42-34120422c737"}, "_deposit": {"id": "5034", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "5034"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/5034", "sets": ["1597824273898", "user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Web Page Classification using Random Subspace Ensemble", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "More or more data and content arepublished on the web on the daily basis. Thecategorization of classification of web contentaccording to their types or category is essentialfor organization such as web portal, news portaland search engine.Many machines learningapproach can be used for the classification of webpages.Decision trees are one of the most popularmachines learning technique for web pageclassification. Ensemble method provides highaccuracy in classification system. Randomsubspace is used different feature to constructindividual decision tree in ensemble, so they aresuitable for the high dimensional data.Thisproposed system used random subspace approachfor classification of web pages.C4.5 algorithm willbe used for building the tree in the randomsubspace ensemble and majority voting will beused for combining the output of the classifier."}]}, "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": "2019-07-18"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "25_PDFsam_PSC_final proof.pdf", "filesize": [{"value": "3 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 3000.0, "url": {"url": "https://meral.edu.mm/record/5034/files/25_PDFsam_PSC_final proof.pdf"}, "version_id": "7bae31f5-73de-4774-9f6b-dd4bd7196a52"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Eighth 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": "Su, Htwe Htwe"}]}]}, "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": "2017-12-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/929"}, "item_title": "Web Page Classification using Random Subspace Ensemble", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000005034", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-18"}, "publish_date": "2019-07-18", "publish_status": "0", "recid": "5034", "relation": {}, "relation_version_is_last": true, "title": ["Web Page Classification using Random Subspace Ensemble"], "weko_shared_id": -1}