{"id":2039,"date":"2023-07-23T23:29:33","date_gmt":"2023-07-23T23:29:33","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%83%ad%e3%83%83%e3%82%af%e3%82%ab%e3%83%bc%e3%83%95%e3%82%99%e3%82%a8%e3%82%af%e3%82%bb%e3%83%ab\/"},"modified":"2023-07-23T23:29:33","modified_gmt":"2023-07-23T23:29:33","slug":"%e3%83%ad%e3%83%83%e3%82%af%e3%82%ab%e3%83%bc%e3%83%95%e3%82%99%e3%82%a8%e3%82%af%e3%82%bb%e3%83%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%83%ad%e3%83%83%e3%82%af%e3%82%ab%e3%83%bc%e3%83%95%e3%82%99%e3%82%a8%e3%82%af%e3%82%bb%e3%83%ab\/","title":{"rendered":"Excel \u3067 roc \u66f2\u7dda\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u30ed\u30b7\u3099\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001<\/a>\u5fdc\u7b54\u5909\u6570\u304c\u30d0\u30a4\u30ca\u30ea\u306e\u5834\u5408\u306b\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u7d71\u8a08\u624b\u6cd5\u3067\u3059\u3002\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3069\u306e\u7a0b\u5ea6\u9069\u5408\u3057\u3066\u3044\u308b\u304b\u3092\u8a55\u4fa1\u3059\u308b\u306b\u306f\u3001\u6b21\u306e 2 \u3064\u306e\u6307\u6a19\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u611f\u5ea6:<\/strong>\u7d50\u679c\u304c\u5b9f\u969b\u306b\u80af\u5b9a\u7684\u306a\u5834\u5408\u306b\u3001\u30e2\u30c7\u30eb\u304c\u89b3\u6e2c\u5024\u306b\u5bfe\u3057\u3066\u80af\u5b9a\u7684\u306a\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u78ba\u7387\u3002\u3053\u308c\u306f\u300c\u771f\u967d\u6027\u7387\u300d\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u7279\u7570\u6027:<\/strong>\u7d50\u679c\u304c\u5b9f\u969b\u306b\u306f\u9670\u6027\u3067\u3042\u308b\u5834\u5408\u306b\u3001\u30e2\u30c7\u30eb\u304c\u89b3\u6e2c\u5024\u306b\u5bfe\u3057\u3066\u9670\u6027\u306e\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u78ba\u7387\u3002\u3053\u308c\u306f\u300c\u771f\u306e\u30cd\u30ac\u30c6\u30a3\u30d6\u7387\u300d\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089 2 \u3064\u306e\u6e2c\u5b9a\u5024\u3092\u8996\u899a\u5316\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u3001\u300c\u53d7\u4fe1\u6a5f\u52d5\u4f5c\u7279\u6027\u300d\u66f2\u7dda\u3092\u8868\u3059<strong>ROC \u66f2\u7dda<\/strong>\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u611f\u5ea6\u3068\u7279\u7570\u5ea6\u3092\u8868\u793a\u3059\u308b\u30b0\u30e9\u30d5\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u6bb5\u968e\u7684\u306a\u4f8b\u306f\u3001Excel \u3067 ROC \u66f2\u7dda\u3092\u4f5c\u6210\u3057\u3066\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u3092\u5165\u529b\u3059\u308b<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u307e\u305a\u306f\u751f\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u307e\u3057\u3087\u3046\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19089 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/roc1.png\" alt=\"\" width=\"409\" height=\"398\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u7d2f\u7a4d\u30c7\u30fc\u30bf\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u3001\u5408\u683c\u3068\u4e0d\u5408\u683c\u306e\u30ab\u30c6\u30b4\u30ea\u306e\u7d2f\u7a4d\u5024\u3092\u8a08\u7b97\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u7d2f\u7a4d\u6210\u529f\u5024: <strong>=SUM($B$3:B3)<\/strong><\/span><\/li>\n<li><span style=\"color: #000000;\">\u7d2f\u7a4d\u6545\u969c\u5024: <strong>=SUM($C$3:C3)<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u3053\u308c\u3089\u306e\u6570\u5f0f\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001\u5217 D \u3068\u5217 E \u306e\u5404\u30bb\u30eb\u306b\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19090 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/roc2.png\" alt=\"\" width=\"462\" height=\"421\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u507d\u967d\u6027\u7387\u3068\u771f\u967d\u6027\u7387\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u3001\u507d\u967d\u6027\u7387 (FPR)\u3001\u771f\u967d\u6027\u7387 (TPR)\u3001\u304a\u3088\u3073\u66f2\u7dda\u4e0b\u9762\u7a4d (AUC) \u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">FPR: <strong>=1-D3\/$D$14<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">TPR: <strong>=1-E3\/$E$14<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">ASC: <strong>=(F3-F4)*G3<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u3053\u308c\u3089\u306e\u6570\u5f0f\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001\u5217 F\u3001G\u3001H \u306e\u5404\u30bb\u30eb\u306b\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19091 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/roc3.png\" alt=\"\" width=\"566\" height=\"427\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 4: ROC \u66f2\u7dda\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">ROC \u66f2\u7dda\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001 <strong>F3:G14<\/strong>\u306e\u7bc4\u56f2\u5185\u306e\u5404\u5024\u3092\u5f37\u8abf\u8868\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u4e0a\u90e8\u306e\u30ea\u30dc\u30f3\u306b\u6cbf\u3063\u3066<strong>[\u633f\u5165]<\/strong>\u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001 <strong>[\u6563\u5e03\u56f3\u306e\u633f\u5165 (X, Y)]<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u6b21\u306e\u30d1\u30b9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-19092\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/roc4.png\" alt=\"Excel \u306e ROC \u66f2\u7dda\" width=\"624\" height=\"516\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 5: AUC \u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u66f2\u7dda\u304c\u30d7\u30ed\u30c3\u30c8\u306e\u5de6\u4e0a\u9685\u306b\u8fd1\u3051\u308c\u3070\u8fd1\u3044\u307b\u3069\u3001\u30e2\u30c7\u30eb\u306f\u30c7\u30fc\u30bf\u3092\u3088\u308a\u9069\u5207\u306b\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e0a\u306e\u30b0\u30e9\u30d5\u304b\u3089\u308f\u304b\u308b\u3088\u3046\u306b\u3001\u3053\u306e\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u30c7\u30fc\u30bf\u3092\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u985e\u3059\u308b\u306e\u306b\u975e\u5e38\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3092\u5b9a\u91cf\u5316\u3059\u308b\u306b\u306f\u3001\u30d7\u30ed\u30c3\u30c8\u306e\u3069\u306e\u7a0b\u5ea6\u304c\u66f2\u7dda\u306e\u4e0b\u306b\u3042\u308b\u304b\u3092\u793a\u3059 AUC (\u66f2\u7dda\u4e0b\u9762\u7a4d) \u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">AUC \u304c 1 \u306b\u8fd1\u3065\u304f\u307b\u3069\u3001\u30e2\u30c7\u30eb\u306f\u512a\u308c\u3066\u3044\u307e\u3059\u3002 AUC \u304c 0.5 \u306b\u7b49\u3057\u3044\u30e2\u30c7\u30eb\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u306a\u5206\u985e\u3092\u884c\u3046\u30e2\u30c7\u30eb\u3068\u540c\u7b49\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u66f2\u7dda\u306e AUC \u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u5217 H \u306e\u3059\u3079\u3066\u306e\u5024\u3092\u5358\u7d14\u306b\u5408\u8a08\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-19093 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/roc5.png\" alt=\"Excel \u3067 AUC \u3092\u8a08\u7b97\u3059\u308b\" width=\"580\" height=\"480\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">AUC \u306f<strong>0.802662<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u306e\u5024\u306f\u975e\u5e38\u306b\u9ad8\u304f\u3001\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u3092\u300c\u5408\u683c\u300d\u3068\u300c\u4e0d\u5408\u683c\u300d\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u3046\u307e\u304f\u5206\u985e\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Excel \u3067\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30af\u30bb\u30eb\u306ecdf\/\" target=\"_blank\" rel=\"noopener\">Excel \u3067 CDF \u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u65b9\u6cd5<\/a><br \/>Excel \u3067\u751f\u5b58\u66f2\u7dda\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<br \/><a href=\"https:\/\/statorials.org\/ja\/excel\u306e\u30d5\u309a\u30ed\u30bb\u30b9\u7ba1\u7406\u7d71\u8a08\/\" target=\"_blank\" rel=\"noopener\">Excel \u3067\u7d71\u8a08\u7684\u5de5\u7a0b\u7ba1\u7406\u56f3\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u5fdc\u7b54\u5909\u6570\u304c\u30d0\u30a4\u30ca\u30ea\u306e\u5834\u5408\u306b\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u7d71\u8a08\u624b\u6cd5\u3067\u3059\u3002\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3069\u306e\u7a0b\u5ea6\u9069\u5408\u3057\u3066\u3044\u308b\u304b\u3092\u8a55\u4fa1\u3059\u308b\u306b\u306f\u3001\u6b21\u306e 2 \u3064\u306e\u6307\u6a19\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 \u611f\u5ea6:\u7d50\u679c\u304c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-2039","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Excel \u3067 ROC \u66f2\u7dda\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7) - Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Excel \u3067 ROC \u66f2\u7dda\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" 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