{"id":2116,"date":"2022-07-28T06:00:00","date_gmt":"2022-07-27T21:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2116"},"modified":"2022-07-28T06:00:00","modified_gmt":"2022-07-27T21:00:00","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%83%aa%e3%83%bc%e3%82%af%e3%81%a8%e5%86%8d%e7%8f%be%e6%80%a7","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2116","title":{"rendered":"\u30c7\u30fc\u30bf\u30ea\u30fc\u30af\u3068\u518d\u73fe\u6027"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Leakage and the Reproducibility Crisis in ML-based Science\u00a0<\/strong>[5.1]<br>\u30c7\u30fc\u30bf\u6f0f\u6d29\u306f\u78ba\u304b\u306b\u5e83\u7bc4\u306a\u554f\u984c\u3067\u3042\u308a\u3001\u6df1\u523b\u306a\u5931\u6557\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u6559\u79d1\u66f8\u306e\u8aa4\u308a\u304b\u3089\u30aa\u30fc\u30d7\u30f3\u306a\u7814\u7a76\u554f\u984c\u307e\u3067,8\u7a2e\u985e\u306e\u6f0f\u6d29\u306e\u8a73\u7d30\u306a\u5206\u985e\u6cd5\u3092\u63d0\u793a\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,ML\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u304f\u79d1\u5b66\u7684\u4e3b\u5f35\u3092\u5831\u544a\u3059\u308b\u305f\u3081\u306e\u30e2\u30c7\u30eb\u60c5\u5831\u30b7\u30fc\u30c8\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2207.07048v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2207.07048v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 14 Jul 2022 16:44:59 GMT)<ul><li>\uff08\u3044\u308d\u3044\u308d\u306a\u5206\u91ce\u3067\u6307\u6458\u3055\u308c\u3066\u3044\u308b\u304c\uff09\u5b66\u8853\u8ad6\u6587\u306e\u4e2d\u306b\u306f\u518d\u73fe\u6027\u304c\u4e0d\u5341\u5206\u306a\u4f8b\u304c\u307f\u3089\u308c\u308b\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u5229\u7528\u3067\u306fleakage\u306a\u3069\u306b\u3088\u3063\u3066\u305d\u308c\u304c\u8d77\u304d\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u306e\u6307\u6458\u3002\u60aa\u610f\u304c\u3042\u308b\u304b\u5426\u304b\u306f\u304a\u3044\u3066\u304a\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u6b63\u3057\u304f\u8a55\u4fa1\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3068\u3044\u3046\u5370\u8c61\u3002\u3053\u306e\u8ad6\u6587\u306b\u6307\u6458\u3055\u308c\u305f\u554f\u984c\u306f\u3068\u3066\u3082\u53c2\u8003\u306b\u306a\u308b\u3002<\/li><li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/reproducible.cs.princeton.edu\/\">Leakage and the Reproducibility Crisis in ML-based Science (princeton.edu)<\/a>\u3001WORD\u306e\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Leakage and the Reproducibility Crisis in ML-based Science\u00a0[5.1]\u30c7\u30fc\u30bf\u6f0f\u6d29\u306f\u78ba\u304b\u306b\u5e83\u7bc4\u306a\u554f\u984c\u3067\u3042\u308a\u3001\u6df1\u523b\u306a\u5931\u6557\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u6559\u79d1\u66f8\u306e\u8aa4\u308a\u304b\u3089 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2116\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u30c7\u30fc\u30bf\u30ea\u30fc\u30af\u3068\u518d\u73fe\u6027&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[216,622],"class_list":["post-2116","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-leakage","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2116","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2116"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2116\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2116"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2116"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2116"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}