{"id":6753,"date":"2026-07-13T18:11:22","date_gmt":"2026-07-13T09:11:22","guid":{"rendered":"https:\/\/biz.moneyforward.com\/ai\/basic\/?p=6753"},"modified":"2026-07-13T18:11:22","modified_gmt":"2026-07-13T09:11:22","slug":"%e9%81%8e%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%ef%bc%9f%e5%8e%9f%e5%9b%a0%e3%83%bb%e5%af%be%e7%ad%96%e3%83%bb%e9%98%b2%e6%ad%a2%e6%96%b9%e6%b3%95%e3%82%92%e8%a7%a3%e8%aa%ac","status":"publish","type":"post","link":"https:\/\/biz.moneyforward.com\/ai\/basic\/6753\/","title":{"rendered":"\u904e\u5b66\u7fd2\u3068\u306f\uff1f\u539f\u56e0\u30fb\u5bfe\u7b56\u30fb\u9632\u6b62\u65b9\u6cd5\u3092\u89e3\u8aac"},"content":{"rendered":"<div class=\"summary-box\">\n<div class=\"summary-box__title\"><span class=\"summary-box__title_tag\">Point<\/span>\u904e\u5b66\u7fd2\u3068\u306f\u4f55\uff1f<\/div>\n<p><strong>\u904e\u5b66\u7fd2\u3068\u306f\u3001AI\u304c\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u899a\u3048\u3059\u304e\u3066\u672a\u77e5\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u304f\u306a\u308b\u73fe\u8c61\u3067\u3059\u3002<\/strong><\/p>\n<ul>\n<li>\u8a13\u7df4\u7cbe\u5ea6\u306f\u9ad8\u3044\u304c\u691c\u8a3c\u7cbe\u5ea6\u304c\u4f4e\u3044\u72b6\u614b<\/li>\n<li>\u30c7\u30fc\u30bf\u4e0d\u8db3\u3084\u30e2\u30c7\u30eb\u8907\u96d1\u5316\u304c\u4e3b\u306a\u539f\u56e0<\/li>\n<li>\u6b63\u5247\u5316\u3084\u65e9\u671f\u7d42\u4e86\u3067\u5bfe\u7b56\u53ef\u80fd<\/li>\n<\/ul>\n<p>Q. \u904e\u5b66\u7fd2\u306f\u3069\u3046\u3084\u3063\u3066\u898b\u5206\u3051\u308b\uff1f<\/p>\n<p>A. \u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3068\u691c\u8a3c\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3092\u6bd4\u8f03\u3057\u3001\u5927\u304d\u306a\u5dee\u304c\u3042\u308c\u3070\u904e\u5b66\u7fd2\u306e\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<p>AI\u5c0e\u5165\u5f8c\u306b\u300c\u8a13\u7df4\u30c7\u30fc\u30bf\u3067\u306f\u9ad8\u7cbe\u5ea6\u306a\u306e\u306b\u3001\u5b9f\u696d\u52d9\u3067\u306f\u7684\u5916\u308c\u306a\u4e88\u6e2c\u304c\u591a\u3044\u300d\u3068\u611f\u3058\u308b\u5834\u5408\u3001\u539f\u56e0\u306e\u4e00\u3064\u3068\u3057\u3066\u904e\u5b66\u7fd2\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u904e\u5b66\u7fd2\u306f\u3001AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u3092\u899a\u3048\u3059\u304e\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u304f\u306a\u308b\u72b6\u614b\u3067\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u904e\u5b66\u7fd2\u306e\u5b9a\u7fa9\u3001\u539f\u56e0\u3001\u898b\u5206\u3051\u65b9\u3001\u4ee3\u8868\u7684\u306a\u5bfe\u7b56\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<div id=\"post-below-intro\"><\/div><h2>\u904e\u5b66\u7fd2\u3068\u306f\uff1f<\/h2>\n<p>\u904e\u5b66\u7fd2\u306f\u3001AI\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u3046\u3048\u3067\u5fc5\u305a\u7406\u89e3\u3057\u3066\u304a\u304d\u305f\u3044\u57fa\u672c\u6982\u5ff5\u3067\u3059\u3002\u8a13\u7df4\u30c7\u30fc\u30bf\u3067\u9ad8\u3044\u7cbe\u5ea6\u304c\u51fa\u3066\u3044\u3066\u3082\u3001\u5b9f\u969b\u306e\u696d\u52d9\u30c7\u30fc\u30bf\u3067\u540c\u3058\u7cbe\u5ea6\u304c\u51fa\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3><strong>\u904e\u5b66\u7fd2\u306f\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u899a\u3048\u3059\u304e\u3066\u672a\u77e5\u30c7\u30fc\u30bf\u306b\u5f31\u304f\u306a\u308b\u72b6\u614b<\/strong><\/h3>\n<p><span style=\"background-color: #ffff99;\"><strong>\u904e\u5b66\u7fd2\uff08\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\uff0f\u904e\u5270\u9069\u5408\uff09\u3068\u306f\u3001AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e2\u30c7\u30eb\u304c\u8a13\u7df4\u30c7\u30fc\u30bf\u306b\u9069\u5408\u3057\u3059\u304e\u3066\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u7cbe\u5ea6\u304c\u4e0b\u304c\u3063\u3066\u3057\u307e\u3046\u73fe\u8c61\u3067\u3059\u3002<\/strong><\/span>Google\u306eMachine Learning Crash Course\u3067\u3082\u3001\u904e\u5b66\u7fd2\u306f\u300c\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u975e\u5e38\u306b\u3088\u304f\u8a18\u61b6\u3059\u308b\u4e00\u65b9\u3067\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u6b63\u3057\u304f\u4e88\u6e2c\u3067\u304d\u306a\u304f\u306a\u308b\u72b6\u614b\u300d\u3068\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8eab\u8fd1\u306a\u4f8b\u3067\u3044\u3048\u3070\u3001\u904e\u53bb\u554f\u3060\u3051\u3092\u4e38\u6697\u8a18\u3057\u305f\u5b66\u751f\u306e\u3088\u3046\u306a\u72b6\u614b\u3067\u3059\u3002\u904e\u53bb\u554f\u3068\u540c\u3058\u554f\u984c\u306a\u3089\u6b63\u89e3\u3067\u304d\u307e\u3059\u304c\u3001\u5c11\u3057\u8a00\u3044\u56de\u3057\u3084\u6761\u4ef6\u304c\u5909\u308f\u308b\u3068\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3002AI\u3082\u540c\u3058\u3088\u3046\u306b\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u5076\u7136\u306e\u30d1\u30bf\u30fc\u30f3\u307e\u3067\u899a\u3048\u3066\u3057\u307e\u3046\u3068\u3001\u5b9f\u904b\u7528\u3067\u4f7f\u3046\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5f31\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003:<a href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\/overfitting\/overfitting?hl=ja\" target=\"_blank\" rel=\"noopener\">\u904e\u5b66\u7fd2\uff5cMachine Learning Crash Course<\/a><\/p>\n<h3>\u904e\u5b66\u7fd2\u3067\u306f\u6c4e\u5316\u6027\u80fd\u304c\u4f4e\u4e0b\u3059\u308b<\/h3>\n<p>AI\u30e2\u30c7\u30eb\u304c\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u50be\u5411\u3060\u3051\u3067\u306a\u304f\u3001\u30ce\u30a4\u30ba\u307e\u3067\u899a\u3048\u3066\u3057\u307e\u3046\u3068\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u3067\u306f\u9ad8\u3044\u7cbe\u5ea6\u3092\u51fa\u305b\u3066\u3082\u3001\u5b9f\u969b\u306e\u696d\u52d9\u30c7\u30fc\u30bf\u3067\u306f\u7cbe\u5ea6\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002\u30ce\u30a4\u30ba\u3068\u306f\u3001\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u5076\u7136\u306e\u3070\u3089\u3064\u304d\u3084\u3001\u672c\u6765\u306e\u4e88\u6e2c\u306b\u306f\u95a2\u4fc2\u3057\u306a\u3044\u60c5\u5831\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><span style=\"background-color: #ffff99;\"><strong>\u3053\u306e\u300c\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3067\u3082\u6b63\u3057\u304f\u4e88\u6e2c\u3067\u304d\u308b\u529b\u300d\u3092\u6c4e\u5316\u6027\u80fd\u3068\u547c\u3073\u307e\u3059\u3002<\/strong><\/span>\u904e\u5b66\u7fd2\u306f\u3001\u6c4e\u5316\u6027\u80fd\u3092\u640d\u306a\u3046\u5178\u578b\u7684\u306a\u554f\u984c\u3067\u3059\u3002AI\u5c0e\u5165\u306e\u6210\u679c\u3092\u5224\u65ad\u3059\u308b\u969b\u306f\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u672a\u77e5\u30c7\u30fc\u30bf\u3067\u3069\u308c\u3060\u3051\u5b89\u5b9a\u3057\u3066\u4e88\u6e2c\u3067\u304d\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u904e\u5b66\u7fd2\u306f\u8a13\u7df4\u7cbe\u5ea6\u3068\u691c\u8a3c\u7cbe\u5ea6\u306e\u5dee\u3067\u628a\u63e1\u3067\u304d\u308b<\/h3>\n<p><span style=\"background-color: #ffff99;\"><strong>\u904e\u5b66\u7fd2\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u57fa\u672c\u306f\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3068\u691c\u8a3c\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3092\u6bd4\u3079\u308b\u3053\u3068\u3067\u3059\u3002<\/strong><\/span>\u8a13\u7df4\u30c7\u30fc\u30bf\u3067\u306f\u975e\u5e38\u306b\u9ad8\u7cbe\u5ea6\u306a\u306e\u306b\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\u3067\u306f\u7cbe\u5ea6\u304c\u4f4e\u3044\u5834\u5408\u3001\u904e\u5b66\u7fd2\u306e\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 24.0%;\" \/>\n<col style=\"width: 36.0%;\" \/>\n<col style=\"width: 40.0%;\" \/> <\/colgroup>\n<tbody>\n<tr>\n<th style=\"text-align: center;\"><strong>\u72b6\u614b<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u9069\u5207\u306a\u5b66\u7fd2<\/td>\n<td style=\"text-align: left;\">\u9ad8\u3044<\/td>\n<td style=\"text-align: left;\">\u9ad8\u3044<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u904e\u5b66\u7fd2<\/td>\n<td style=\"text-align: left;\">\u975e\u5e38\u306b\u9ad8\u3044<\/td>\n<td style=\"text-align: left;\">\u4f4e\u3044<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u672a\u5b66\u7fd2<\/td>\n<td style=\"text-align: left;\">\u4f4e\u3044<\/td>\n<td style=\"text-align: left;\">\u4f4e\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u305f\u3068\u3048\u3070\u3001\u9700\u8981\u4e88\u6e2cAI\u3067\u8a13\u7df4\u30c7\u30fc\u30bf\u4e0a\u306e\u7cbe\u5ea6\u304c\u975e\u5e38\u306b\u9ad8\u304f\u3066\u3082\u3001\u65b0\u5546\u54c1\u6295\u5165\u3084\u5b63\u7bc0\u5916\u308c\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3067\u4e88\u6e2c\u304c\u5916\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u904e\u53bb\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u9650\u5b9a\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u899a\u3048\u3059\u304e\u3001\u5b9f\u969b\u306e\u5909\u5316\u306b\u5bfe\u5fdc\u3067\u304d\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u904e\u5b66\u7fd2\u304c\u8d77\u3053\u308b\u539f\u56e0\u306f\uff1f<\/h2>\n<p>\u904e\u5b66\u7fd2\u306e\u539f\u56e0\u306f\u4e00\u3064\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u91cf\u3084\u504f\u308a\u3001\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u3001\u5b66\u7fd2\u56de\u6570\u3001\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u306a\u3069\u304c\u91cd\u306a\u308b\u3053\u3068\u3067\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<h3><strong>\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u3068\u904e\u5b66\u7fd2\u304c\u8d77\u3053\u308a\u3084\u3059\u304f\u306a<\/strong><strong>\u308b<\/strong><\/h3>\n<p><span style=\"background-color: 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u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u306f\u3001\u65e9\u671f\u7d42\u4e86\uff08Early Stopping\uff09\u304c\u6709\u52b9\u3067\u3059\u3002\u65e9\u671f\u7d42\u4e86\u3068\u306f\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\u3067\u306e\u7cbe\u5ea6\u304c\u60aa\u5316\u3057\u59cb\u3081\u305f\u6642\u70b9\u3067\u5b66\u7fd2\u3092\u6b62\u3081\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<h3><strong>\u7279\u5fb4\u91cf\u304c\u591a\u3059\u304e\u308b\u3068\u4e0d\u8981\u306a\u60c5\u5831\u3092\u5b66\u7fd2<\/strong><strong>\u3059\u308b<\/strong><\/h3>\n<p>\u7279\u5fb4\u91cf\u3068\u306f\u3001AI\u304c\u4e88\u6e2c\u306b\u4f7f\u3046\u5165\u529b\u60c5\u5831\u3067\u3059\u3002\u5e74\u9f62\u3001\u5730\u57df\u3001\u8cfc\u8cb7\u5c65\u6b74\u3001\u554f\u3044\u5408\u308f\u305b\u56de\u6570\u3001\u30a2\u30af\u30bb\u30b9\u65e5\u6642\u306a\u3069\u304c\u7279\u5fb4\u91cf\u306b\u3042\u305f\u308a\u307e\u3059\u3002<\/p>\n<p>\u7279\u5fb4\u91cf\u3092\u5897\u3084\u305b\u3070\u5fc5\u305a\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4e88\u6e2c\u306b\u95a2\u4fc2\u306e\u306a\u3044\u7279\u5fb4\u91cf\u3092\u5927\u91cf\u306b\u5165\u308c\u308b\u3068\u3001AI\u304c\u5076\u7136\u306e\u95a2\u4fc2\u3092\u5b66\u7fd2\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u904e\u5b66\u7fd2\u3092\u9632\u3050\u306b\u306f\u3001\u696d\u52d9\u4e0a\u610f\u5473\u306e\u3042\u308b\u7279\u5fb4\u91cf\u3092\u9078\u3073\u3001\u4e0d\u8981\u306a\u7279\u5fb4\u91cf\u3092\u9664\u5916\u3059\u308b\u7279\u5fb4\u91cf\u9078\u629e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h2>\u904e\u5b66\u7fd2\u3092\u898b\u5206\u3051\u308b\u65b9\u6cd5\u306f\uff1f<\/h2>\n<p>\u904e\u5b66\u7fd2\u306f\u3001\u904b\u7528\u5f8c\u306b\u300c\u306a\u3093\u3068\u306a\u304f\u4e88\u6e2c\u304c\u5f53\u305f\u3089\u306a\u3044\u300d\u3068\u611f\u3058\u3066\u304b\u3089\u6c17\u3065\u304f\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u672c\u6765\u306f\u5b66\u7fd2\u30fb\u691c\u8a3c\u6bb5\u968e\u3067\u5146\u5019\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u62c5\u5f53\u8005\u3067\u3082\u78ba\u8a8d\u3057\u3084\u3059\u3044\u898b\u5206\u3051\u65b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>\u8a13\u7df4\u7cbe\u5ea6\u3068\u691c\u8a3c\u7cbe\u5ea6\u306e\u5dee\u3092\u898b\u308b\u3053\u3068\u3067\u5224\u65ad\u3067\u304d\u308b<\/h3>\n<p>\u904e\u5b66\u7fd2\u3092\u898b\u5206\u3051\u308b\u57fa\u672c\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8a13\u7df4\u7528\u3068\u691c\u8a3c\u7528\u306b\u5206\u3051\u3001\u305d\u308c\u305e\u308c\u306e\u7cbe\u5ea6\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u304c\u9ad8\u304f\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3082\u9ad8\u3051\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306f\u5b9f\u904b\u7528\u3067\u3082\u4e00\u5b9a\u306e\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3060\u3051\u304c\u9ad8\u304f\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u304c\u4f4e\u3044\u5834\u5408\u306f\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u899a\u3048\u3059\u304e\u3066\u3044\u308b\u7591\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u5b66\u7fd2\u66f2\u7dda\u3092\u898b\u308b\u3068\u904e\u5b66\u7fd2\u306e\u5146\u5019\u3092\u628a\u63e1\u3067\u304d\u308b<\/h3>\n<p>\u5b66\u7fd2\u66f2\u7dda\u3068\u306f\u3001\u5b66\u7fd2\u56de\u6570\u306b\u5fdc\u3058\u3066\u8a13\u7df4\u7cbe\u5ea6\u3068\u691c\u8a3c\u7cbe\u5ea6\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u793a\u3059\u30b0\u30e9\u30d5\u3067\u3059\u3002\u5b66\u7fd2\u304c\u9032\u3080\u306b\u3064\u308c\u3066\u8a13\u7df4\u7cbe\u5ea6\u3060\u3051\u304c\u4e0a\u304c\u308a\u3001\u691c\u8a3c\u7cbe\u5ea6\u304c\u6a2a\u3070\u3044\u307e\u305f\u306f\u4f4e\u4e0b\u3059\u308b\u5834\u5408\u3001\u904e\u5b66\u7fd2\u304c\u9032\u3093\u3067\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>AI\u30d9\u30f3\u30c0\u30fc\u306b\u958b\u767a\u3092\u4f9d\u983c\u3059\u308b\u5834\u5408\u306f\u3001\u300c\u8a13\u7df4\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u8a3c\u7cbe\u5ea6\u3068\u5b66\u7fd2\u66f2\u7dda\u3082\u78ba\u8a8d\u3067\u304d\u307e\u3059\u304b\u300d\u3068\u8cea\u554f\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002\u8a13\u7df4\u30c7\u30fc\u30bf\u4e0a\u306e\u7cbe\u5ea6\u3060\u3051\u3092\u793a\u3055\u308c\u3066\u3082\u3001\u5b9f\u904b\u7528\u3067\u4f7f\u3048\u308b\u30e2\u30c7\u30eb\u304b\u3069\u3046\u304b\u306f\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<h3>\u4ea4\u5dee\u691c\u8a3c\u3067\u7cbe\u5ea6\u306e\u5b89\u5b9a\u6027\u3092\u78ba\u8a8d\u3067\u304d\u308b<\/h3>\n<p>\u4ea4\u5dee\u691c\u8a3c\uff08Cross Validation\uff09\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u3001\u8a13\u7df4\u3068\u691c\u8a3c\u3092\u7e70\u308a\u8fd4\u3059\u8a55\u4fa1\u65b9\u6cd5\u3067\u3059\u30021\u56de\u3060\u3051\u306e\u691c\u8a3c\u3067\u306f\u3001\u305f\u307e\u305f\u307e\u5206\u5272\u65b9\u6cd5\u304c\u826f\u304b\u3063\u305f\u3060\u3051\u3068\u3044\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4ea4\u5dee\u691c\u8a3c\u3092\u884c\u3046\u3068\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c\u30c7\u30fc\u30bf\u306e\u5206\u3051\u65b9\u306b\u5de6\u53f3\u3055\u308c\u306b\u304f\u3044\u304b\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002AI\u5c0e\u5165\u6642\u306b\u306f\u3001\u5358\u767a\u306e\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u56de\u306e\u691c\u8a3c\u7d50\u679c\u304c\u5b89\u5b9a\u3057\u3066\u3044\u308b\u304b\u3082\u78ba\u8a8d\u3059\u3079\u304d\u3067\u3059\u3002<\/p>\n<h2>\u904e\u5b66\u7fd2\u3092\u9632\u3050\u5bfe\u7b56\u306f\uff1f<\/h2>\n<p>\u904e\u5b66\u7fd2\u306f\u5b8c\u5168\u306b\u30bc\u30ed\u306b\u3067\u304d\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u9069\u5207\u306a\u8a2d\u8a08\u3068\u691c\u8a3c\u306b\u3088\u3063\u3066\u30ea\u30b9\u30af\u3092\u4e0b\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u6b63\u5247\u5316\u3067\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u3092\u6291\u3048\u308b<\/h3>\n<p><span style=\"background-color: 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style=\"background-color: 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