{"id":2040,"date":"2023-07-23T23:20:33","date_gmt":"2023-07-23T23:20:33","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a1%e1%86%b7%e1%84%89%e1%85%a5%e1%86%a8-%e1%84%80%e1%85%a9%e1%86%a8%e1%84%89%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8%e1%84%92%e1%85%a1\/"},"modified":"2023-07-23T23:20:33","modified_gmt":"2023-07-23T23:20:33","slug":"%e1%84%8b%e1%85%a1%e1%86%b7%e1%84%89%e1%85%a5%e1%86%a8-%e1%84%80%e1%85%a9%e1%86%a8%e1%84%89%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8%e1%84%92%e1%85%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a1%e1%86%b7%e1%84%89%e1%85%a5%e1%86%a8-%e1%84%80%e1%85%a9%e1%86%a8%e1%84%89%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8%e1%84%92%e1%85%a1\/","title":{"rendered":"Roc \uace1\uc120\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294<\/a> \uc751\ub2f5 \ubcc0\uc218\uac00 \uc774\uc9c4\uc77c \ub54c \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ub370 \uc0ac\uc6a9\ud558\ub294 \ud1b5\uacc4 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub2e4\uc74c \ub450 \uac00\uc9c0 \uce21\uc815\ud56d\ubaa9\uc744 \uc0b4\ud3b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\ubbfc\uac10\ub3c4:<\/strong> \uacb0\uacfc\uac00 \uc2e4\uc81c\ub85c \uae0d\uc815\uc801\uc77c \ub54c \ubaa8\ub378\uc774 \uad00\ucc30\uc5d0 \ub300\ud55c \uae0d\uc815\uc801\uc778 \uacb0\uacfc\ub97c \uc608\uce21\ud560 \ud655\ub960\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ud2b9\uc774\uc131:<\/strong> \uacb0\uacfc\uac00 \uc2e4\uc81c\ub85c \ubd80\uc815\uc801\uc77c \ub54c \ubaa8\ub378\uc774 \uad00\ucc30\uc5d0 \ub300\ud574 \ubd80\uc815\uc801\uc778 \uacb0\uacfc\ub97c \uc608\uce21\ud560 \ud655\ub960\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ub450 \uce21\uc815\ud56d\ubaa9\uc744 \uc2dc\uac01\ud654\ud558\ub294 \uac04\ub2e8\ud55c \ubc29\ubc95\uc740 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \ubbfc\uac10\ub3c4\uc640 \ud2b9\uc774\uc131\uc744 \ud45c\uc2dc\ud558\ub294 \uadf8\ub798\ud504\uc778 <strong>ROC \uace1\uc120\uc744<\/strong> \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19099 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/read_roc1.png\" alt=\"\" width=\"514\" height=\"400\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 ROC \uace1\uc120\uc744 \uc0dd\uc131\ud558\uace0 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>ROC \uace1\uc120\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud55c \ud6c4\uc5d0\ub294 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec <a href=\"https:\/\/statorials.org\/ko\/\u1110\u1169\u11bc\u1100\u1168\u110b\u1166\u1109\u1165\u110b\u1174-\u1100\u116a\u11ab\u110e\u1161\u11af\/\" target=\"_blank\" rel=\"noopener\">\uad00\uce21\uce58\ub97c<\/a> \ub450 \ubc94\uc8fc \uc911 \ud558\ub098\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uad00\ucc30 \ub0b4\uc6a9\uc744 &#8220;\uae0d\uc815\uc801&#8221; \ub610\ub294 &#8220;\ubd80\uc815\uc801&#8221;\uc73c\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uc591\uc131\ub960\uc740<\/strong> \uc2e4\uc81c\ub85c\ub294 \uc591\uc131\uc774\uc5b4\uc57c \ud558\ub294 \uad00\uce21\uce58\uc758 \ube44\uc728\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubc18\ub300\ub85c <strong>\uac70\uc9d3\uc591\uc131\ub960\uc740<\/strong> \uc591\uc131\uc774\uc5b4\uc57c \ud558\uc9c0\ub9cc \uc2e4\uc81c\ub85c\ub294 \uc74c\uc131\uc778 \uad00\uce21\uce58\uc758 \ube44\uc728\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">ROC \uace1\uc120\uc744 \ub9cc\ub4e4 \ub54c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \uac00\ub2a5\ud55c \uac01 \uacb0\uc815 \uc784\uacc4\uac12\uc5d0 \ub300\ud574 \ucc38\uc591\uc131\ub960\uacfc \uac70\uc9d3\uc591\uc131\ub960\uc758 \uc30d\uc744 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19099 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/read_roc1.png\" alt=\"\" width=\"514\" height=\"400\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>ROC \uace1\uc120\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">ROC \uace1\uc120\uc774 \ud50c\ub86f\uc758 \uc67c\ucabd \uc0c1\ub2e8 \ubaa8\uc11c\ub9ac\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \ubaa8\ub378\uc774 \ub370\uc774\ud130\ub97c \ubc94\uc8fc\ub85c \ub354 \uc798 \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub97c \uc815\ub7c9\ud654\ud558\uae30 \uc704\ud574 \uace1\uc120 \uc544\ub798\uc5d0 \uc788\ub294 \ud50c\ub86f\uc758 \uc591\uc744 \uc54c\ub824\uc8fc\ub294 <strong>AUC<\/strong> (\uace1\uc120 \uc544\ub798 \uc601\uc5ed)\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19100 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/read_roc2.png\" alt=\"\" width=\"509\" height=\"397\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">AUC\uac00 1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \ubaa8\ub378\uc774 \ub354 \uc88b\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">AUC\uac00 0.5\uc778 \ubaa8\ub378\uc740 \uc644\ubcbd\ud55c \ub300\uac01\uc120\uc774 \ub418\uba70 \ubb34\uc791\uc704 \ubd84\ub958\ub97c \uc218\ud589\ud558\ub294 \ubaa8\ub378\ubcf4\ub2e4 \ub098\uc744 \uac83\uc774 \uc5c6\ub294 \ubaa8\ub378\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19103 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/read_roc4.png\" alt=\"\" width=\"508\" height=\"391\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc911 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c AUC\ub97c \uacc4\uc0b0\ud558\ub294 \uac83\uc740 \uc5b4\ub5a4 \ubaa8\ub378\uc774 \uc608\uce21\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 \uc138 \uac00\uc9c0 \ub2e4\ub978 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud558\uace0 \uac01 \ubaa8\ub378\uc5d0 \ub300\ud574 \ub2e4\uc74c ROC \uace1\uc120\uc744 \uadf8\ub9b0\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19101 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/read_roc3.png\" alt=\"\" width=\"514\" height=\"395\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uac01 \ubaa8\ub378\uc758 AUC\ub97c \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\ubaa8\ub378 A:<\/strong> AUC = 0.923<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ubaa8\ub378 B:<\/strong> AUC = 0.794<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ubaa8\ub378 C:<\/strong> AUC = 0.588<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378 A\ub294 AUC\uac00 \uac00\uc7a5 \ub192\uc73c\uba70, \uc774\ub294 \uace1\uc120 \uc544\ub798 \uba74\uc801\uc774 \uac00\uc7a5 \ub192\uace0 \uad00\uce21\uce58\ub97c \ubc94\uc8fc\ub85c \uc62c\ubc14\ub974\uac8c \ubd84\ub958\ud558\ub294 \ub370 \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378\uc784\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ud1b5\uacc4 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec ROC \uace1\uc120\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1161\u11b7\u1109\u1165\u11a8-\u1100\u1169\u11a8\u1109\u1165\u11ab-ggplot2\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c ROC \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95<\/a><\/li>\n<li> <a href=\"https:\/\/statorials.org\/ko\/roc-\u1100\u1169\u11a8\u1109\u1165\u11ab-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab-\u110e\u116e\u110c\u1165\u11a8\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c ROC \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95<\/a><\/li>\n<li> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1161\u11a8\u110f\u1165\u1107\u1173-\u110b\u1166\u11a8\u1109\u1166\u11af\/\" target=\"_blank\" rel=\"noopener\">Excel\uc5d0\uc11c ROC \uace1\uc120\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><\/li>\n<li> <a href=\"https:\/\/statorials.org\/ko\/spss-\u1105\u1169\u11a8-\u110f\u1165\u1107\u1173\/\" target=\"_blank\" rel=\"noopener\">SPSS\uc5d0\uc11c ROC \uace1\uc120\uc744 \ub9cc\ub4e4\uace0 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/a><\/li>\n<li> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u11a8\u110f\u1165\u1107\u1173-\u1109\u1161\u11bc\u1110\u1162\/\" target=\"_blank\" rel=\"noopener\">Stata\uc5d0\uc11c ROC \uace1\uc120\uc744 \ub9cc\ub4e4\uace0 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \uc751\ub2f5 \ubcc0\uc218\uac00 \uc774\uc9c4\uc77c \ub54c \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ub370 \uc0ac\uc6a9\ud558\ub294 \ud1b5\uacc4 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub2e4\uc74c \ub450 \uac00\uc9c0 \uce21\uc815\ud56d\ubaa9\uc744 \uc0b4\ud3b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubbfc\uac10\ub3c4: \uacb0\uacfc\uac00 \uc2e4\uc81c\ub85c \uae0d\uc815\uc801\uc77c \ub54c \ubaa8\ub378\uc774 \uad00\ucc30\uc5d0 \ub300\ud55c \uae0d\uc815\uc801\uc778 \uacb0\uacfc\ub97c \uc608\uce21\ud560 \ud655\ub960\uc785\ub2c8\ub2e4. \ud2b9\uc774\uc131: \uacb0\uacfc\uac00 \uc2e4\uc81c\ub85c \ubd80\uc815\uc801\uc77c \ub54c \ubaa8\ub378\uc774 \uad00\ucc30\uc5d0 \ub300\ud574 \ubd80\uc815\uc801\uc778 \uacb0\uacfc\ub97c \uc608\uce21\ud560 \ud655\ub960\uc785\ub2c8\ub2e4. \uc774 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2040","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ROC \uace1\uc120\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc790\uc138\ud55c \uc124\uba85\uacfc \uba87 \uac00\uc9c0 \uc608\ub97c \ud3ec\ud568\ud558\uc5ec \ud1b5\uacc4\uc5d0\uc11c ROC \uace1\uc120\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/\u110b\u1161\u11b7\u1109\u1165\u11a8-\u1100\u1169\u11a8\u1109\u1165\u11ab\u110b\u1173\u11af-\u1112\u1162\u1109\u1165\u11a8\u1112\u1161\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ROC \uace1\uc120\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - \ud1b5\uacc4\ud559\" \/>\n<meta property=\"og:description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc790\uc138\ud55c \uc124\uba85\uacfc \uba87 \uac00\uc9c0 \uc608\ub97c \ud3ec\ud568\ud558\uc5ec \ud1b5\uacc4\uc5d0\uc11c ROC \uace1\uc120\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ko\/\u110b\u1161\u11b7\u1109\u1165\u11a8-\u1100\u1169\u11a8\u1109\u1165\u11ab\u110b\u1173\u11af-\u1112\u1162\u1109\u1165\u11a8\u1112\u1161\/\" 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