{"id":2857,"date":"2023-02-02T05:25:00","date_gmt":"2023-02-01T20:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2857"},"modified":"2023-02-02T05:25:00","modified_gmt":"2023-02-01T20:25:00","slug":"experimenting-with-an-evaluation-framework-for-imbalanced-data-learning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2857","title":{"rendered":"Experimenting with an Evaluation Framework for Imbalanced Data Learning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Experimenting with an Evaluation Framework for Imbalanced Data Learning (EFIDL)\u00a0<\/strong>[9.0]<br>\u30c7\u30fc\u30bf\u4e0d\u5747\u8861\u306f,\u30e9\u30d9\u30eb\u306e\u5c11\u306a\u3044\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u554f\u984c\u306e\u3072\u3068\u3064\u3060\u3002 \u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6027\u80fd\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30d0\u30e9\u30f3\u30b9\u6cd5\u304c\u5c0e\u5165\u3055\u308c\u305f\u3002 \u6211\u3005\u306f\u4e0d\u5747\u8861\u306a\u30c7\u30fc\u30bf\u5b66\u7fd2\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2301.10888v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2301.10888v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 26 Jan 2023 01:16:02 GMT)<\/li>\n\n\n\n<li>\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u624b\u6cd5\u3078\u306e\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u69d8\u3005\u306a\u624b\u6cd5\u304c\u8a66\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u90e8\u5206\u3082\u53c2\u8003\u306b\u306a\u308b\u3002\uff08\u8a55\u4fa1\u624b\u6cd5\u3092\u9593\u9055\u3048\u3066\u3044\u308b\u306e\u3067\uff09\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc\u624b\u6cd5\u304c\u975e\u5e38\u306b\u52b9\u679c\u7684\u3068\u8aa4\u3063\u305f\u7d50\u8ad6\u3092\u51fa\u3057\u304c\u3061\u3068\u3044\u3046\u306e\u306f\u3068\u3063\u3066\u3082\u540c\u610f\u3002\u3053\u306e\u8ad6\u6587\u306e\u7d50\u8ad6\u306e\u4e00\u3064\u306f\u300cdata augmentation does not help improve ML prediction performance\u300d<\/li>\n\n\n\n<li>\u53c2\u8003\u306b\u306f\u306a\u308b\u306e\u3060\u304c\u300cInstead, we used the default parameters provided by the scikit-learn library.\u300d\u3068\u3044\u3046\u306e\u306f\u2026<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[197],"class_list":["post-2857","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-imbalance"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2857","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=2857"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2857\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}