WEKO3
アイテム
{"_buckets": {"deposit": "98912dfd-2c4f-4d23-aee7-4edddf420cf8"}, "_deposit": {"id": "3880", "owners": [], "pid": {"revision_id": 0, "type": "depid", "value": "3880"}, "status": "published"}, "_oai": {"id": "oai:nagoya.repo.nii.ac.jp:00003880", "sets": ["501"]}, "author_link": ["9791", "9792", "9793", "9794", "9795"], "item_10_biblio_info_6": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2002-03", "bibliographicIssueDateType": "Issued"}, "bibliographicIssueNumber": "3", "bibliographicPageEnd": "194", "bibliographicPageStart": "187", "bibliographicVolumeNumber": "67", "bibliographic_titles": [{"bibliographic_title": "Computer Methods and Programs in Biomedicine", "bibliographic_titleLang": "en"}]}]}, "item_10_description_4": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "If we consider the Brier Score (B) in the context of the signal detection theory and assume that it makes sense to consider the existence of B as a parameter for the population (let B be this B), and if we assume that the calibration in the observer\u0027s probability estimate is perfect, we find that there is a theoretical relationship between B and the area under the binormal receiver operating characteristic (ROC) curve, AZ. We have derived this theoretical functional relationship between B and AZ, by using the parameter a and b in the binormal ROC model and the prior probability of signal events (α); here, the two underlying normal distributions are N(μs ,σs) and N(μn,σn); and, a = (μs - μn)/σs and b = σn/σs . We empirically found that, if parameters b and α are constant, B values in relation to given AZ values monotonically decrease as AZ values increase, and these relationship curves have monotonically decreasing slopes.", "subitem_description_language": "en", "subitem_description_type": "Abstract"}]}, "item_10_identifier_60": {"attribute_name": "URI", "attribute_value_mlt": [{"subitem_identifier_type": "HDL", "subitem_identifier_uri": "http://hdl.handle.net/2237/5310"}]}, "item_10_publisher_32": {"attribute_name": "出版者", "attribute_value_mlt": [{"subitem_publisher": "Elsevier", "subitem_publisher_language": "en"}]}, "item_10_relation_11": {"attribute_name": "DOI", "attribute_value_mlt": [{"subitem_relation_type": "isVersionOf", "subitem_relation_type_id": {"subitem_relation_type_id_text": "https://doi.org/10.1016/S0169-2607(01)00157-2", "subitem_relation_type_select": "DOI"}}]}, "item_10_select_15": {"attribute_name": "著者版フラグ", "attribute_value_mlt": [{"subitem_select_item": "author"}]}, "item_10_source_id_7": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "01692607", "subitem_source_identifier_type": "PISSN"}]}, "item_10_text_14": {"attribute_name": "フォーマット", "attribute_value_mlt": [{"subitem_text_value": "application/pdf"}]}, "item_1615787544753": {"attribute_name": "出版タイプ", "attribute_value_mlt": [{"subitem_version_resource": "http://purl.org/coar/version/c_ab4af688f83e57aa", "subitem_version_type": "AM"}]}, "item_access_right": {"attribute_name": "アクセス権", "attribute_value_mlt": [{"subitem_access_right": "open access", "subitem_access_right_uri": "http://purl.org/coar/access_right/c_abf2"}]}, "item_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "Ikeda, Mitsuru", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "9791", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "池田, 充", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "9792", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Ishigaki, Takeo", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "9793", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "山内, 一信", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "9794", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Yamauchi, Kazunobu", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "9795", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2018-02-19"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "Paper_bind.pdf", "filesize": [{"value": "351.4 kB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_note", "mimetype": "application/pdf", "size": 351400.0, "url": {"label": "Paper_bind.pdf", "objectType": "fulltext", "url": "https://nagoya.repo.nii.ac.jp/record/3880/files/Paper_bind.pdf"}, "version_id": "be783a22-8e5c-4bd7-b3af-b045a586adde"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "Receiver Operating Characteristic (ROC) Curve", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Probabilistic Judgments", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Medical Decision Making", "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": "journal article", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "Relationship between Brier score and area under the binormal ROC curve", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "Relationship between Brier score and area under the binormal ROC curve", "subitem_title_language": "en"}]}, "item_type_id": "10", "owner": "1", "path": ["501"], "permalink_uri": "http://hdl.handle.net/2237/5310", "pubdate": {"attribute_name": "PubDate", "attribute_value": "2006-01-20"}, "publish_date": "2006-01-20", "publish_status": "0", "recid": "3880", "relation": {}, "relation_version_is_last": true, "title": ["Relationship between Brier score and area under the binormal ROC curve"], "weko_shared_id": -1}
Relationship between Brier score and area under the binormal ROC curve
http://hdl.handle.net/2237/5310
http://hdl.handle.net/2237/53109015d236-7fc3-4968-8c8f-2a04a85248af
名前 / ファイル | ライセンス | アクション |
---|---|---|
![]() |
|
Item type | 学術雑誌論文 / Journal Article(1) | |||||
---|---|---|---|---|---|---|
公開日 | 2006-01-20 | |||||
タイトル | ||||||
タイトル | Relationship between Brier score and area under the binormal ROC curve | |||||
言語 | en | |||||
著者 |
Ikeda, Mitsuru
× Ikeda, Mitsuru× 池田, 充× Ishigaki, Takeo× 山内, 一信× Yamauchi, Kazunobu |
|||||
アクセス権 | ||||||
アクセス権 | open access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Receiver Operating Characteristic (ROC) Curve | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Probabilistic Judgments | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Medical Decision Making | |||||
抄録 | ||||||
内容記述 | If we consider the Brier Score (B) in the context of the signal detection theory and assume that it makes sense to consider the existence of B as a parameter for the population (let B be this B), and if we assume that the calibration in the observer's probability estimate is perfect, we find that there is a theoretical relationship between B and the area under the binormal receiver operating characteristic (ROC) curve, AZ. We have derived this theoretical functional relationship between B and AZ, by using the parameter a and b in the binormal ROC model and the prior probability of signal events (α); here, the two underlying normal distributions are N(μs ,σs) and N(μn,σn); and, a = (μs - μn)/σs and b = σn/σs . We empirically found that, if parameters b and α are constant, B values in relation to given AZ values monotonically decrease as AZ values increase, and these relationship curves have monotonically decreasing slopes. | |||||
言語 | en | |||||
内容記述タイプ | Abstract | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | Elsevier | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプresource | http://purl.org/coar/resource_type/c_6501 | |||||
タイプ | journal article | |||||
出版タイプ | ||||||
出版タイプ | AM | |||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||
DOI | ||||||
関連タイプ | isVersionOf | |||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1016/S0169-2607(01)00157-2 | |||||
ISSN | ||||||
収録物識別子タイプ | PISSN | |||||
収録物識別子 | 01692607 | |||||
書誌情報 |
en : Computer Methods and Programs in Biomedicine 巻 67, 号 3, p. 187-194, 発行日 2002-03 |
|||||
フォーマット | ||||||
application/pdf | ||||||
著者版フラグ | ||||||
値 | author | |||||
URI | ||||||
識別子 | http://hdl.handle.net/2237/5310 | |||||
識別子タイプ | HDL |