{"created":"2020-11-17T13:25:34.309188+00:00","id":6179,"links":{},"metadata":{"_buckets":{"deposit":"86a58e45-9c79-46bc-b481-4967a81f02c8"},"_deposit":{"created_by":45,"id":"6179","owner":"45","owners":[45],"owners_ext":{"displayname":"","email":"dimennyaung@uit.edu.mm","username":""},"pid":{"revision_id":0,"type":"recid","value":"6179"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/6179","sets":["1582963342780:1596102355557"]},"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","filename":"Classification of Radar Returns from Ionoshpere Using NB-Tree and CFS.pdf","filesize":[{"value":"1.5 Mb"}],"format":"application/pdf","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"],"publish_date":"2020-11-17","publish_status":"0","recid":"6179","relation_version_is_last":true,"title":["Classification of Radar Returns from Ionosphere Using NB-Tree and CFS"],"weko_creator_id":"45","weko_shared_id":-1},"updated":"2021-12-13T04:17:15.597863+00:00"}