{"created":"2023-06-19T11:37:38.965721+00:00","id":5038,"links":{},"metadata":{"_buckets":{"deposit":"54383282-1afb-4dc3-bdc5-f61b7a716239"},"_deposit":{"created_by":13,"id":"5038","owners":[13],"pid":{"revision_id":0,"type":"depid","value":"5038"},"status":"published"},"_oai":{"id":"oai:mie-u.repo.nii.ac.jp:00005038","sets":["366:367:368:391"]},"author_link":["10847","10848","10849"],"item_4_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"1998-12-25","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"70","bibliographicPageStart":"51","bibliographicVolumeNumber":"23","bibliographic_titles":[{"bibliographic_title":"Research reports of the Faculty of Engineering, Mie University"}]}]},"item_4_description_14":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_4_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper deals with limited sample based optimum classifier design and the theoretical evaluation of the mean error rate. Gaussian population with unknown parameters is assumed. The conditional density given a limited sample of the population is first derived, and its relationship to the multivariate t-distribution is shown. Then, the mean error rate of the optimum classifier is theoretically evaluated by the quadrature of the conditional density. To verify the optimality of the classifier and correctness of the mean error calculation, the results of Monte Carlo simulation employing a new sampling procedure are shown. The role of the a priori distribution in reducing the mean error rate is discussed at the end of this paper.","subitem_description_type":"Abstract"}]},"item_4_publisher_30":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Faculty of Engineering, Mie University"}]},"item_4_source_id_7":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0385-6208","subitem_source_identifier_type":"PISSN"}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA00816341","subitem_source_identifier_type":"NCID"}]},"item_4_text_18":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_text_language":"ja","subitem_text_value":"有限標本に基づく最適識別器の設計と誤り確率の評価"}]},"item_4_text_65":{"attribute_name":"資源タイプ（三重大）","attribute_value_mlt":[{"subitem_text_value":"Departmental Bulletin Paper / 紀要論文"}]},"item_4_version_type_15":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kimura, Fumitaka","creatorNameLang":"en"},{"creatorName":"木村, 文隆","creatorNameLang":"ja"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Wakabayashi, Tetsushi","creatorNameLang":"en"},{"creatorName":"若林, 哲史","creatorNameLang":"ja"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Miyake, Yasuji","creatorNameLang":"en"},{"creatorName":"三宅, 康二","creatorNameLang":"ja"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2017-02-18"}],"displaytype":"detail","filename":"AA008163410230008.PDF","filesize":[{"value":"1.2 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"AA008163410230008.PDF","url":"https://mie-u.repo.nii.ac.jp/record/5038/files/AA008163410230008.PDF"},"version_id":"42a322dd-609c-4c4a-978a-1d099ae78d43"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Statistical pattern recognition","subitem_subject_scheme":"Other"},{"subitem_subject":"optimum classifier","subitem_subject_scheme":"Other"},{"subitem_subject":"Bayes error","subitem_subject_scheme":"Other"},{"subitem_subject":"limited sample effect","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Limited Sample Based Optimum Classifier Design and the Evaluation of the Mean Error Rate","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Limited Sample Based Optimum Classifier Design and the Evaluation of the Mean Error Rate","subitem_title_language":"en"}]},"item_type_id":"4","owner":"13","path":["391"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2007-07-02"},"publish_date":"2007-07-02","publish_status":"0","recid":"5038","relation_version_is_last":true,"title":["Limited Sample Based Optimum Classifier Design and the Evaluation of the Mean Error Rate"],"weko_creator_id":"13","weko_shared_id":-1},"updated":"2023-10-05T07:07:35.962185+00:00"}