{"id":509,"date":"2023-07-29T16:11:24","date_gmt":"2023-07-29T16:11:24","guid":{"rendered":"https:\/\/statorials.org\/ja\/cd-%e7%b5%b1%e8%a8%88%e3%82%92%e3%83%ad%e3%82%b7%e3%82%99%e3%82%b9%e3%83%86%e3%82%a3%e3%83%83%e3%82%af%e5%9b%9e%e5%b8%b0%e3%83%a2%e3%83%86%e3%82%99%e3%83%ab%e3%81%a6%e3%82%99%e8%a7%a3%e9%87%88\/"},"modified":"2023-07-29T16:11:24","modified_gmt":"2023-07-29T16:11:24","slug":"cd-%e7%b5%b1%e8%a8%88%e3%82%92%e3%83%ad%e3%82%b7%e3%82%99%e3%82%b9%e3%83%86%e3%82%a3%e3%83%83%e3%82%af%e5%9b%9e%e5%b8%b0%e3%83%a2%e3%83%86%e3%82%99%e3%83%ab%e3%81%a6%e3%82%99%e8%a7%a3%e9%87%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/cd-%e7%b5%b1%e8%a8%88%e3%82%92%e3%83%ad%e3%82%b7%e3%82%99%e3%82%b9%e3%83%86%e3%82%a3%e3%83%83%e3%82%af%e5%9b%9e%e5%b8%b0%e3%83%a2%e3%83%86%e3%82%99%e3%83%ab%e3%81%a6%e3%82%99%e8%a7%a3%e9%87%88\/","title":{"rendered":"\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306e c \u7d71\u8a08\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306e<strong>C \u7d71\u8a08<\/strong>\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><strong>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001<\/strong><em>\u5fdc\u7b54<\/em><em>\u5909\u6570\u304c<\/em>\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\u306e\u4f7f\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u79c1\u305f\u3061\u306f\u3001\u904b\u52d5\u3001\u98df\u4e8b\u3001\u4f53\u91cd\u304c\u5fc3\u81d3\u767a\u4f5c\u306e\u53ef\u80fd\u6027\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u5fdc\u7b54\u5909\u6570\u306f<em>\u5fc3\u81d3\u767a\u4f5c<\/em>\u3067\u3042\u308a\u3001\u5fc3\u81d3\u767a\u4f5c\u304c\u8d77\u3053\u308b\u304b\u8d77\u3053\u3089\u306a\u3044\u304b\u3068\u3044\u3046 2 \u3064\u306e\u6f5c\u5728\u7684\u306a\u7d50\u679c\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">GPA\u3001ACT \u30b9\u30b3\u30a2\u3001\u304a\u3088\u3073\u53d7\u8b1b\u3057\u305f AP \u30b3\u30fc\u30b9\u306e\u6570\u304c\u3001\u7279\u5b9a\u306e\u5927\u5b66\u306b\u5408\u683c\u3059\u308b\u53ef\u80fd\u6027\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u5fdc\u7b54\u5909\u6570\u306f<em>\u53d7\u3051\u5165\u308c\u3067<\/em>\u3042\u308a\u3001\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u304b\u53d7\u3051\u5165\u308c\u3089\u308c\u306a\u3044\u3068\u3044\u3046 2 \u3064\u306e\u6f5c\u5728\u7684\u306a\u7d50\u679c\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u79c1\u305f\u3061\u306f\u3001\u5358\u8a9e\u6570\u3068\u96fb\u5b50\u30e1\u30fc\u30eb\u306e\u30bf\u30a4\u30c8\u30eb\u304c\u96fb\u5b50\u30e1\u30fc\u30eb\u304c\u30b9\u30d1\u30e0\u3067\u3042\u308b\u53ef\u80fd\u6027\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3069\u3046\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u5fdc\u7b54\u5909\u6570\u306f<em>\u30b9\u30d1\u30e0<\/em>\u3067\u3042\u308a\u3001\u30b9\u30d1\u30e0\u304b\u975e\u30b9\u30d1\u30e0\u304b\u306e 2 \u3064\u306e\u7d50\u679c\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4e88\u6e2c\u5909\u6570\u306f\u6570\u5024\u5909\u6570\u307e\u305f\u306f\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u5fdc\u7b54\u5909\u6570\u304c\u30d0\u30a4\u30ca\u30ea\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u4e88\u6e2c\u5909\u6570\u3068\u5fdc\u7b54\u5909\u6570\u306e\u9593\u306e\u95a2\u4fc2\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u306e\u306b\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u9069\u5207\u6027\u3092\u8a55\u4fa1\u3059\u308b\u65b9\u6cd5<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9069\u5408\u3055\u305b\u308b\u3068\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u306b<em>\u3069\u306e\u7a0b\u5ea6<\/em>\u9069\u5408\u3059\u308b\u304b\u306b\u95a2\u5fc3\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u7d50\u679c\u3068\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u7d50\u679c\u3092\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u30e2\u30c7\u30eb\u306e\u80fd\u529b\u306b\u8208\u5473\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u611f\u5ea6\u3068<\/strong>\u306f\u3001\u7d50\u679c\u304c\u5b9f\u969b\u306b\u80af\u5b9a\u7684\u3067\u3042\u308b\u5834\u5408\u306b\u3001\u30e2\u30c7\u30eb\u304c\u89b3\u5bdf\u306b\u5bfe\u3057\u3066\u80af\u5b9a\u7684\u306a\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u78ba\u7387\u3092\u6307\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7279\u7570\u6027\u3068\u306f<\/strong>\u3001\u7d50\u679c\u304c\u5b9f\u969b\u306b\u306f\u9670\u6027\u3067\u3042\u308b\u5834\u5408\u306b\u3001\u30e2\u30c7\u30eb\u304c\u89b3\u5bdf\u306b\u5bfe\u3057\u3066\u9670\u6027\u306e\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u78ba\u7387\u3092\u6307\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u3001\u611f\u5ea6\u3068\u7279\u7570\u5ea6\u304c 100% \u3067\u3042\u308c\u3070\u3001\u89b3\u6e2c\u5024\u3092\u5206\u985e\u3059\u308b\u306e\u306b\u6700\u9069\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u3053\u308c\u304c\u8d77\u3053\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u9069\u5408\u3055\u305b\u305f\u3089\u3001\u305d\u308c\u3092\u4f7f\u7528\u3057\u3066\u3001\u4e88\u6e2c\u5909\u6570\u306e\u5024\u306b\u57fa\u3065\u3044\u3066\u3001\u7279\u5b9a\u306e\u89b3\u5bdf\u304c\u80af\u5b9a\u7684\u306a\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u78ba\u7387\u3092\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u89b3\u6e2c\u5024\u3092\u967d\u6027\u3068\u3057\u3066\u5206\u985e\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u306b\u306f\u3001\u8abf\u6574\u3055\u308c\u305f\u78ba\u7387\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u308b\u89b3\u6e2c\u5024\u304c\u967d\u6027\u3068\u3057\u3066\u5206\u985e\u3055\u308c\u3001\u8abf\u6574\u3055\u308c\u305f\u78ba\u7387\u304c\u3057\u304d\u3044\u5024\u3092\u4e0b\u56de\u308b\u3059\u3079\u3066\u306e\u89b3\u6e2c\u5024\u304c\u9670\u6027\u3068\u3057\u3066\u5206\u985e\u3055\u308c\u308b\u3088\u3046\u306b\u3001\u3057\u304d\u3044\u5024\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002 \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u3057\u304d\u3044\u5024\u3068\u3057\u3066 0.5 \u3092\u9078\u629e\u3059\u308b\u3068\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8abf\u6574\u3055\u308c\u305f\u78ba\u7387\u304c 0.5 \u3088\u308a\u5927\u304d\u3044\u89b3\u6e2c\u5024\u306f\u967d\u6027\u306e\u7d50\u679c\u3092\u6301\u3061\u3001\u8abf\u6574\u3055\u308c\u305f\u78ba\u7387\u304c 0.5 \u4ee5\u4e0b\u306e\u89b3\u6e2c\u5024\u306f\u9670\u6027\u306e\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>ROC \u66f2\u7dda\u306e\u30d7\u30ed\u30c3\u30c8<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u306e\u611f\u5ea6\u3068\u7279\u7570\u5ea6\u3092\u8996\u899a\u5316\u3059\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306e 1 \u3064\u306f\u3001\u53d7\u4fe1\u8005\u52d5\u4f5c\u7279\u6027 ( <strong>ROC<\/strong> )<strong>\u66f2\u7dda<\/strong>\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u611f\u5ea6\u5024\u3068\u3057\u304d\u3044\u5024\u3068\u3057\u3066\u306e\u7279\u7570\u5ea6 1 \u306e\u30d7\u30ed\u30c3\u30c8\u3067\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f 0 \u304b\u3089 1 \u306b\u5909\u308f\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u611f\u5ea6\u3068\u7279\u7570\u6027\u304c\u9ad8\u3044\u30e2\u30c7\u30eb\u306f\u3001\u30d7\u30ed\u30c3\u30c8\u306e\u5de6\u4e0a\u9685\u306b\u9069\u5408\u3059\u308b ROC \u66f2\u7dda\u3092\u6301\u3061\u307e\u3059\u3002\u611f\u5ea6\u3068\u7279\u7570\u6027\u304c\u4f4e\u3044\u30e2\u30c7\u30eb\u306f\u3001\u5bfe\u89d2 45 \u5ea6\u306b\u8fd1\u3044\u66f2\u7dda\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>AUC<\/strong> <strong>(\u66f2\u7dda\u4e0b\u9762\u7a4d)<\/strong>\u306f\u3001<\/span><span style=\"color: #000000;\">\u80af\u5b9a\u7684\u306a\u7d50\u679c\u3068\u5426\u5b9a\u7684\u306a\u7d50\u679c\u3092\u533a\u5225\u3059\u308b\u30e2\u30c7\u30eb\u306e\u80fd\u529b\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u4e0e\u3048\u3066\u304f\u308c\u307e\u3059\u3002 AUC \u306e\u7bc4\u56f2\u306f 0 \u304b\u3089 1 \u3067\u3059\u3002AUC \u304c\u9ad8\u3044\u307b\u3069\u3001\u30e2\u30c7\u30eb\u306f\u7d50\u679c\u3092\u6b63\u3057\u304f\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001\u30d7\u30ed\u30c3\u30c8\u306e\u5de6\u4e0a\u9685\u306b\u6cbf\u3063\u305f ROC \u66f2\u7dda\u3092\u6301\u3064\u30e2\u30c7\u30eb\u306f\u66f2\u7dda\u306e\u4e0b\u306e\u9762\u7a4d\u304c\u5927\u304d\u3044\u305f\u3081\u3001\u7d50\u679c\u3092\u6b63\u3057\u304f\u5206\u985e\u3059\u308b\u306e\u306b\u512a\u308c\u305f\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u9006\u306b\u300145 \u5ea6\u306e\u5bfe\u89d2\u7dda\u306b\u6cbf\u3046 ROC \u66f2\u7dda\u3092\u6301\u3064\u30e2\u30c7\u30eb\u306f\u3001\u66f2\u7dda\u306e\u4e0b\u306e\u9762\u7a4d\u304c\u5c0f\u3055\u3044\u305f\u3081\u3001\u7d50\u679c\u3092\u5206\u985e\u3059\u308b\u306e\u306b\u9069\u5207\u306a\u6a5f\u80fd\u3092\u6301\u305f\u306a\u3044\u30e2\u30c7\u30eb\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>C \u7d71\u8a08\u3092\u7406\u89e3\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\"><strong>c \u7d71\u8a08\u91cf<\/strong>(<em>\u4e00\u81f4\u7d71\u8a08\u91cf)<\/em>\u306f\u3001AUC (\u66f2\u7dda\u4e0b\u9762\u7a4d) \u306b\u7b49\u3057\u304f\u3001\u6b21\u306e\u89e3\u91c8\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">0.5 \u672a\u6e80\u306e\u5024\u306f\u3001\u30e2\u30c7\u30eb\u304c\u4e0d\u5341\u5206\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5024 0.5 \u306f\u3001\u30e2\u30c7\u30eb\u304c\u7d50\u679c\u306e\u5206\u985e\u306b\u304a\u3044\u3066\u306f\u5076\u7136\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5024\u304c 1 \u306b\u8fd1\u3065\u304f\u307b\u3069\u3001\u30e2\u30c7\u30eb\u306f\u7d50\u679c\u3092\u3088\u308a\u6b63\u78ba\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5024 1 \u306f\u3001\u30e2\u30c7\u30eb\u304c\u7d50\u679c\u306e\u5206\u985e\u306b\u6700\u9069\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001C \u7d71\u8a08\u306f\u3001\u30e2\u30c7\u30eb\u304c\u7d50\u679c\u3092\u6b63\u3057\u304f\u5206\u985e\u3059\u308b\u306e\u306b\u3069\u306e\u7a0b\u5ea6\u52b9\u679c\u7684\u3067\u3042\u308b\u304b\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u81e8\u5e8a\u73fe\u5834\u3067\u306f\u3001\u8003\u3048\u3089\u308c\u308b\u500b\u4eba\u306e\u3059\u3079\u3066\u306e\u30da\u30a2\u3001\u3064\u307e\u308a\u967d\u6027\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u305f\u500b\u4eba\u3068\u9670\u6027\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u305f\u500b\u4eba\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066 C \u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u6b21\u306b\u3001c \u7d71\u8a08\u91cf\u306f\u3001\u80af\u5b9a\u7684\u306a\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u305f\u500b\u4eba\u306e\u65b9\u304c\u3001\u80af\u5b9a\u7684\u306a\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u306a\u304b\u3063\u305f\u500b\u4eba\u3088\u308a\u3082\u305d\u306e\u7d50\u679c\u3092\u7d4c\u9a13\u3059\u308b\u4e88\u6e2c\u78ba\u7387\u304c\u9ad8\u3044\u30da\u30a2\u306e\u5272\u5408\u3068\u3057\u3066\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001<em>\u5e74\u9f62<\/em>\u3084<em>\u8840\u5727<\/em>\u306a\u3069\u306e\u4e88\u6e2c\u5909\u6570\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u5f53\u3066\u306f\u3081\u3066\u3001\u5fc3\u81d3\u767a\u4f5c\u306e\u53ef\u80fd\u6027\u3092\u4e88\u6e2c\u3059\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u306e c \u7d71\u8a08\u91cf\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u3001\u5fc3\u81d3\u767a\u4f5c\u3092\u8d77\u3053\u3057\u305f\u500b\u4eba\u3068\u5fc3\u81d3\u767a\u4f5c\u3092\u8d77\u3053\u3057\u3066\u3044\u306a\u3044\u500b\u4eba\u304b\u3089\u306a\u308b\u500b\u4eba\u306e\u8003\u3048\u3089\u308c\u308b\u3059\u3079\u3066\u306e\u30da\u30a2\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u6b21\u306b\u3001c \u7d71\u8a08\u91cf\u306f\u3001\u5fc3\u81d3\u767a\u4f5c\u3092\u8d77\u3053\u3057\u305f\u500b\u4eba\u304c\u3001\u5fc3\u81d3\u767a\u4f5c\u3092\u8d77\u3053\u3055\u306a\u304b\u3063\u305f\u500b\u4eba\u3068\u6bd4\u8f03\u3057\u3066\u5b9f\u969b\u306b\u5fc3\u81d3\u767a\u4f5c\u3092\u8d77\u3053\u3059\u4e88\u6e2c\u78ba\u7387\u304c\u9ad8\u3044\u3053\u308c\u3089\u306e\u30da\u30a2\u306e\u5272\u5408\u3068\u3057\u3066\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002\u5fc3\u81d3\u767a\u4f5c\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u7d50\u8ad6<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u6b21\u306e\u3053\u3068\u3092\u5b66\u3073\u307e\u3057\u305f\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001<\/strong><em>\u5fdc\u7b54<\/em><em>\u5909\u6570\u304c<\/em>\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<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u306b\u306f\u3001\u30e2\u30c7\u30eb\u304c\u7d50\u679c\u3092\u3069\u306e\u7a0b\u5ea6\u6b63\u78ba\u306b\u5206\u985e\u3067\u304d\u308b\u304b\u3092\u793a\u3059<strong>\u611f\u5ea6<\/strong>\u3068<strong>\u7279\u7570\u5ea6<\/strong>\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u611f\u5ea6\u3068\u7279\u7570\u5ea6\u3092\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306b\u3001 <strong>ROC \u66f2\u7dda<\/strong>\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>AUC (\u66f2\u7dda\u4e0b\u9762\u7a4d) \u306f\u3001<\/strong>\u30e2\u30c7\u30eb\u304c\u7d50\u679c\u3092\u3069\u306e\u7a0b\u5ea6\u6b63\u78ba\u306b\u5206\u985e\u3067\u304d\u308b\u304b\u3092\u793a\u3057\u307e\u3059\u3002 ROC \u66f2\u7dda\u304c\u30d7\u30ed\u30c3\u30c8\u306e\u5de6\u4e0a\u9685\u306b\u3042\u308b\u5834\u5408\u3001\u30e2\u30c7\u30eb\u304c\u7d50\u679c\u3092\u6b63\u5e38\u306b\u5206\u985e\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>c \u7d71\u8a08\u91cf<\/strong>\u306f AUC (\u66f2\u7dda\u4e0b\u9762\u7a4d) \u306b\u7b49\u3057\u304f\u3001\u8003\u3048\u3089\u308c\u308b\u500b\u4eba\u306e\u3059\u3079\u3066\u306e\u30da\u30a2\u3001\u3064\u307e\u308a\u967d\u6027\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u305f\u500b\u4eba\u3068\u9670\u6027\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u305f\u500b\u4eba\u3092\u53d6\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u8a08\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 c \u7d71\u8a08\u91cf\u306f\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u305f\u500b\u4eba\u306e\u65b9\u304c\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u7d50\u679c\u3092\u7d4c\u9a13\u3057\u306a\u304b\u3063\u305f\u500b\u4eba\u3088\u308a\u3082\u305d\u306e\u7d50\u679c\u3092\u7d4c\u9a13\u3059\u308b\u4e88\u6e2c\u78ba\u7387\u304c\u9ad8\u3044\u30da\u30a2\u306e\u5272\u5408\u3067\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>C \u7d71\u8a08<\/strong>\u304c 1 \u306b\u8fd1\u3065\u304f\u307b\u3069\u3001\u30e2\u30c7\u30eb\u306f\u7d50\u679c\u3092\u3088\u308a\u6b63\u78ba\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u306eC \u7d71\u8a08\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002 \u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3068\u306f\u4f55\u3067\u3059\u304b? \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 [&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-509","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\/ 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