{"id":47126,"date":"2026-08-14T14:02:27","date_gmt":"2026-08-14T05:02:27","guid":{"rendered":"https:\/\/www.ripla.co.jp\/blog\/?p=47126"},"modified":"2026-08-31T19:38:52","modified_gmt":"2026-08-31T10:38:52","slug":"linear-discriminant-analysis","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/linear-discriminant-analysis\/","title":{"rendered":"\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u30fb\u4e3b\u6210\u5206\u5206\u6790\u3068\u306e\u9055\u3044\u30fb\u6d3b\u7528\u65b9\u6cd5\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\u3001\u30af\u30e9\u30b9\u9593\u306e\u5206\u6563\u3092\u5927\u304d\u304f\u3057\u3001\u30af\u30e9\u30b9\u5185\u306e\u5206\u6563\u3092\u5c0f\u3055\u304f\u3059\u308b\u7dda\u5f62\u5c04\u5f71\u3092\u6c42\u3081\u3066\u5206\u985e\u3084\u6b21\u5143\u524a\u6e1b\u3092\u884c\u3046\u7d71\u8a08\u7684\u624b\u6cd5\u3067\u3059\u3002\u30af\u30e9\u30b9\u5185\u6563\u5e03\u884c\u5217\u3068\u30af\u30e9\u30b9\u9593\u6563\u5e03\u884c\u5217\u306e\u6bd4\u3092\u6700\u5927\u5316\u3059\u308b\u65b9\u5411\u3092\u56fa\u6709\u5024\u554f\u984c\u3068\u3057\u3066\u89e3\u304f\u3002\u591a\u30af\u30e9\u30b9\u5206\u985e\u3001\u7279\u5fb4\u91cf\u306e\u53ef\u8996\u5316\u3001\u30af\u30e9\u30b9\u5206\u96e2\u3092\u610f\u8b58\u3057\u305f\u6b21\u5143\u524a\u6e1b\u3001\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u30e2\u30c7\u30eb\u306a\u3069\u3067\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dda\u5f62\u5224\u5225\u5206\u6790\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u7d4c\u9a13\u3084\u52d8\u3060\u3051\u3067\u306f\u6bd4\u8f03\u3057\u306b\u304f\u3044\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u3092\u3001\u4e00\u5b9a\u306e\u624b\u9806\u3067\u8868\u73fe\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3001\u5bfe\u8c61\u696d\u52d9\u306e\u5236\u7d04\u3001\u8a55\u4fa1\u65b9\u6cd5\u304c\u5408\u308f\u306a\u3051\u308c\u3070\u3001\u7cbe\u5ea6\u304c\u9ad8\u304f\u898b\u3048\u3066\u3082\u5b9f\u904b\u7528\u306e\u6210\u679c\u306b\u3064\u306a\u304c\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u3067\u306f\u3001\u7dda\u5f62\u5224\u5225\u5206\u6790\u306e\u5b9a\u7fa9\u3068\u80cc\u666f\u3001\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3001\u5c0e\u5165\u306e\u6d41\u308c\u3001\u4ed6\u306e\u624b\u6cd5\u3068\u306e\u9055\u3044\u3001\u8a55\u4fa1\u6307\u6a19\u3001\u5931\u6557\u3057\u3084\u3059\u3044\u70b9\u3001\u904b\u7528\u6642\u306e\u76e3\u8996\u307e\u3067\u3092\u9806\u306b\u6574\u7406\u3057\u307e\u3059\u3002\u8aad\u8005\u304c\u300c\u4f7f\u3046\u3079\u304d\u304b\u300d\u300c\u3069\u3053\u304b\u3089\u691c\u8a3c\u3059\u308b\u304b\u300d\u3092\u5224\u65ad\u3067\u304d\u308b\u3053\u3068\u3092\u76ee\u6a19\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"48-overview\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\uff1f\u307e\u305a\u62bc\u3055\u3048\u308b\u5b9a\u7fa9\u3068\u5f79\u5272<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dda\u5f62\u5224\u5225\u5206\u6790\u306f\u3001\u5358\u306a\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u540d\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u305f\u3044\u5224\u65ad\u3092\u5177\u4f53\u7684\u306a\u8a08\u7b97\u3078\u843d\u3068\u3057\u8fbc\u3080\u67a0\u7d44\u307f\u3067\u3059\u3002\u5165\u529b\u3001\u51fa\u529b\u3001\u5b66\u7fd2\u307e\u305f\u306f\u63a8\u5b9a\u306e\u6761\u4ef6\u3092\u5206\u3051\u3066\u5b9a\u7fa9\u3057\u3001\u3069\u306e\u6642\u70b9\u3067\u5229\u7528\u3067\u304d\u308b\u60c5\u5831\u3060\u3051\u3092\u4f7f\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u4e88\u6e2c\u5bfe\u8c61\u306e\u672a\u6765\u306b\u3057\u304b\u5b58\u5728\u3057\u306a\u3044\u5024\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u691c\u8a3c\u6642\u3060\u3051\u6709\u5229\u306b\u306a\u308b\u60c5\u5831\u6f0f\u3048\u3044\u304c\u8d77\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u52d9\u3067\u306f\u3001\u624b\u6cd5\u306e\u540d\u524d\u3092\u63a1\u7528\u7406\u7531\u306b\u3057\u306a\u3044\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002\u7dda\u5f62\u5224\u5225\u5206\u6790\u304c\u8868\u73fe\u3067\u304d\u308b\u95a2\u4fc2\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u91cf\u3001\u63a8\u8ad6\u306e\u901f\u5ea6\u3001\u8aac\u660e\u8cac\u4efb\u3001\u66f4\u65b0\u983b\u5ea6\u3092\u4e26\u3079\u3001\u696d\u52d9\u4e0a\u306e\u5236\u7d04\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u5c0f\u3055\u306a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u5148\u306b\u4f5c\u308a\u3001\u5358\u7d14\u306a\u65b9\u6cd5\u3068\u306e\u5dee\u5206\u3092\u6e2c\u3063\u3066\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u3078\u9032\u3080\u3068\u3001\u6539\u5584\u306e\u6839\u62e0\u3092\u8aac\u660e\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"48-mechanism\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u7dda\u5f62\u5224\u5225\u5206\u6790\u306e\u4ed5\u7d44\u307f\uff5c\u5165\u529b\u304b\u3089\u7d50\u679c\u304c\u51fa\u308b\u307e\u3067<\/strong><\/h2>\n\n\n\n<h3 id=\"48-step1\" class=\"wp-block-heading\"><strong>1. \u76ee\u7684\u5909\u6570\u3068\u5229\u7528\u53ef\u80fd\u306a\u60c5\u5831\u3092\u5b9a\u7fa9\u3059\u308b<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306b\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f55\u3092\u5f53\u3066\u305f\u3044\u306e\u304b\u3001\u3044\u3064\u4e88\u6e2c\u3059\u308b\u306e\u304b\u3001\u7d50\u679c\u3092\u8ab0\u304c\u3069\u306e\u3088\u3046\u306b\u4f7f\u3046\u306e\u304b\u3067\u3059\u3002\u5206\u985e\u306a\u3089\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9\u3001\u56de\u5e30\u306a\u3089\u5358\u4f4d\u3068\u8a31\u5bb9\u8aa4\u5dee\u3001\u63a8\u85a6\u306a\u3089\u5019\u88dc\u96c6\u5408\u3068\u8868\u793a\u4f4d\u7f6e\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002\u7dda\u5f62\u5224\u5225\u5206\u6790\u3067\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u672c\u756a\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u304c\u7570\u306a\u308b\u3068\u3001\u7406\u8ad6\u3069\u304a\u308a\u306e\u6027\u80fd\u304c\u51fa\u307e\u305b\u3093\u3002\u671f\u9593\u3001\u5730\u57df\u3001\u9867\u5ba2\u533a\u5206\u306a\u3069\u306e\u5207\u308a\u53e3\u3067\u5206\u5e03\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"48-step2\" class=\"wp-block-heading\"><strong>2. \u524d\u51e6\u7406\u3068\u7279\u5fb4\u8868\u73fe\u3092\u56fa\u5b9a\u3059\u308b<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b20\u640d\u5024\u3001\u5916\u308c\u5024\u3001\u5358\u4f4d\u3001\u30ab\u30c6\u30b4\u30ea\u3001\u753b\u50cf\u89e3\u50cf\u5ea6\u3001\u30c8\u30fc\u30af\u30f3\u5316\u306a\u3069\u306e\u524d\u51e6\u7406\u306f\u3001\u5b66\u7fd2\u6642\u3068\u63a8\u8ad6\u6642\u3067\u540c\u3058\u898f\u5247\u306b\u3057\u307e\u3059\u3002\u8a55\u4fa1\u30c7\u30fc\u30bf\u3092\u898b\u3066\u304b\u3089\u5909\u63db\u5668\u3092\u5b66\u7fd2\u3059\u308b\u3068\u3001\u8a55\u4fa1\u7d50\u679c\u306b\u60c5\u5831\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u524d\u51e6\u7406\u3092\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u3001\u5b66\u7fd2\u671f\u9593\u3001\u9664\u5916\u6761\u4ef6\u3092\u8a18\u9332\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7dda\u5f62\u5224\u5225\u5206\u6790\u306e\u826f\u3055\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u3068\u3001\u524d\u51e6\u7406\u306e\u518d\u73fe\u6027\u3092\u5b88\u308b\u3053\u3068\u306f\u540c\u3058\u304f\u3089\u3044\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"48-step3\" class=\"wp-block-heading\"><strong>3. \u30e2\u30c7\u30eb\u307e\u305f\u306f\u8868\u73fe\u3092\u5b66\u7fd2\u30fb\u63a8\u5b9a\u3059\u308b<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a08\u7b97\u306e\u4e2d\u5fc3\u3067\u306f\u3001\u5165\u529b\u304b\u3089\u51fa\u529b\u3092\u4f5c\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u3067\u6c7a\u3081\u307e\u3059\u3002\u6b63\u5247\u5316\u3001\u505c\u6b62\u6761\u4ef6\u3001\u521d\u671f\u5024\u3001\u4e71\u6570\u3001\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u306a\u3069\u306e\u8a2d\u5b9a\u304c\u7d50\u679c\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002\u5019\u88dc\u3092\u5897\u3084\u3059\u3068\u304d\u306f\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\u3092\u4f55\u5ea6\u3082\u898b\u3066\u9078\u629e\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u81ea\u4f53\u304c\u904e\u5b66\u7fd2\u306b\u3064\u306a\u304c\u308b\u305f\u3081\u3001\u6700\u7d42\u8a55\u4fa1\u7528\u306e\u30c7\u30fc\u30bf\u3092\u5225\u306b\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"48-step4\" class=\"wp-block-heading\"><strong>4. \u51fa\u529b\u3092\u696d\u52d9\u306e\u5224\u65ad\u3078\u63a5\u7d9a\u3059\u308b<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5024\u3084\u30b9\u30b3\u30a2\u3092\u305d\u306e\u307e\u307e\u81ea\u52d5\u51e6\u7406\u3078\u6e21\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u3057\u304d\u3044\u5024\u3001\u78ba\u8a8d\u8005\u3001\u4f8b\u5916\u6642\u306e\u6271\u3044\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u4f4e\u4fe1\u983c\u306e\u7d50\u679c\u3092\u4fdd\u7559\u306b\u3059\u308b\u3001\u91cd\u8981\u306a\u5224\u65ad\u3067\u306f\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u3001\u5165\u529b\u304c\u5b66\u7fd2\u7bc4\u56f2\u5916\u306a\u3089\u8b66\u544a\u3092\u51fa\u3059\u3001\u3068\u3044\u3063\u305f\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002\u7d50\u679c\u3060\u3051\u3067\u306a\u304f\u3001\u5165\u529b\u306e\u8981\u7d04\u3001\u30e2\u30c7\u30eb\u7248\u3001\u51e6\u7406\u6642\u523b\u3001\u4fe1\u983c\u5ea6\u3082\u8a18\u9332\u3059\u308b\u3068\u3001\u5f8c\u304b\u3089\u539f\u56e0\u3092\u8abf\u67fb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u691c\u8a3c\u306e\u6982\u5ff5\u4f8b\ntrain, valid, test = split_by_time(data)\npreprocess.fit(train)\nmodel.fit(preprocess.transform(train), train.target)\npred = model.predict(preprocess.transform(valid))\nreport_metrics(valid.target, pred)\n# test \u306f\u6700\u5f8c\u306e\u4e00\u5ea6\u3060\u3051\u78ba\u8a8d\u3059\u308b<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u306e\u6d41\u308c\u306f\u8003\u3048\u65b9\u3092\u793a\u3059\u4f8b\u3067\u3059\u3002\u5b9f\u88c5\u3067\u306f\u3001\u5206\u5272\u5358\u4f4d\u304c\u30e6\u30fc\u30b6\u30fc\u3084\u8a2d\u5099\u306a\u3069\u306e\u4e3b\u4f53\u3092\u307e\u305f\u3044\u3067\u3044\u306a\u3044\u304b\u3001\u540c\u3058\u5bfe\u8c61\u306e\u91cd\u8907\u30ec\u30b3\u30fc\u30c9\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u7dda\u5f62\u5224\u5225\u5206\u6790\u3092\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u547c\u3073\u51fa\u3059\u5834\u5408\u3082\u3001\u65e2\u5b9a\u5024\u3092\u305d\u306e\u307e\u307e\u63a1\u7528\u305b\u305a\u3001\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u3068\u696d\u52d9\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u8a2d\u5b9a\u3092\u8a18\u9332\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"48-choice\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u7dda\u5f62\u5224\u5225\u5206\u6790\u3092\u4f7f\u3046\u30e1\u30ea\u30c3\u30c8\u3068\u9069\u7528\u3057\u3084\u3059\u3044\u5834\u9762<\/strong><\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u6700\u521d\u306f\u4eba\u306e\u5224\u65ad\u3092\u88dc\u52a9\u3059\u308b\u30b7\u30e3\u30c9\u30fc\u30e2\u30fc\u30c9\u3084\u3001\u4e00\u90e8\u306e\u5bfe\u8c61\u3060\u3051\u306b\u9650\u5b9a\u3057\u305f\u904b\u7528\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u65e2\u5b58\u624b\u9806\u3068\u306e\u6bd4\u8f03\u3092\u884c\u3044\u3001\u8aa4\u308a\u306e\u78ba\u8a8d\u6642\u9593\u3084\u5229\u7528\u8005\u306e\u7d0d\u5f97\u5ea6\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002\u6570\u5024\u304c\u6539\u5584\u3057\u3066\u3082\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u304c\u5897\u3048\u308b\u306a\u3089\u3001UI\u3084\u8aac\u660e\u306e\u6539\u5584\u3092\u542b\u3081\u3066\u8a55\u4fa1\u3057\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"48-faq\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/strong><\/h2>\n\n\n\n<h3 id=\"48-faq-1\" class=\"wp-block-heading\"><strong>Q. \u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dda\u5f62\u5224\u5225\u5206\u6790\u306f\u3001\u30af\u30e9\u30b9\u9593\u306e\u5206\u6563\u3092\u5927\u304d\u304f\u3057\u3001\u30af\u30e9\u30b9\u5185\u306e\u5206\u6563\u3092\u5c0f\u3055\u304f\u3059\u308b\u7dda\u5f62\u5c04\u5f71\u3092\u6c42\u3081\u3066\u5206\u985e\u3084\u6b21\u5143\u524a\u6e1b\u3092\u884c\u3046\u7d71\u8a08\u7684\u624b\u6cd5\u3067\u3059\u3002\u76ee\u7684\u3068\u5236\u7d04\u3092\u5b9a\u7fa9\u3057\u3001\u5165\u529b\u304b\u3089\u7d50\u679c\u3092\u5f97\u308b\u624b\u9806\u3068\u3057\u3066\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"48-faq-2\" class=\"wp-block-heading\"><strong>Q. \u7dda\u5f62\u5224\u5225\u5206\u6790\u306f\u3069\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u4f7f\u3044\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dda\u5f62\u5224\u5225\u5206\u6790\u306f\u3001\u591a\u30af\u30e9\u30b9\u5206\u985e\u3001\u7279\u5fb4\u91cf\u306e\u53ef\u8996\u5316\u3001\u30af\u30e9\u30b9\u5206\u96e2\u3092\u610f\u8b58\u3057\u305f\u6b21\u5143\u524a\u6e1b\u3001\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u30e2\u30c7\u30eb\u306a\u3069\u3067\u4f7f\u308f\u308c\u307e\u3059\u3002\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u696d\u52d9\u4e0a\u306e\u6539\u5584\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u9069\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"48-faq-3\" class=\"wp-block-heading\"><strong>Q. \u7dda\u5f62\u5224\u5225\u5206\u6790\u3092\u4f7f\u3046\u3068\u304d\u306e\u6ce8\u610f\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30b9\u3054\u3068\u306e\u5171\u5206\u6563\u69cb\u9020\u3084\u7dda\u5f62\u5206\u96e2\u3092\u4eee\u5b9a\u3057\u3001\u5916\u308c\u5024\u30fb\u5171\u7dda\u6027\u30fb\u5c0f\u6a19\u672c\u3067\u306f\u4e0d\u5b89\u5b9a\u306b\u306a\u308a\u3084\u3059\u3044\u3002\u30c7\u30fc\u30bf\u5206\u5272\u3001\u5165\u529b\u54c1\u8cea\u3001\u8aa4\u308a\u306e\u5f71\u97ff\u3001\u904b\u7528\u76e3\u8996\u3092\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"48-faq-4\" class=\"wp-block-heading\"><strong>Q. \u4f3c\u305f\u624b\u6cd5\u3068\u306f\u3069\u3046\u9055\u3044\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u6761\u4ef6\u4ed8\u304d\u78ba\u7387\u3092\u76f4\u63a5\u30e2\u30c7\u30eb\u5316\u3057\u3001LDA\u306f\u5206\u5e03\u4eee\u5b9a\u304b\u3089\u5224\u5225\u5883\u754c\u3092\u5c0e\u304f\u3002\u76ee\u7684\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u3001\u8aac\u660e\u8cac\u4efb\u3092\u5171\u901a\u306e\u8a55\u4fa1\u6761\u4ef6\u3067\u6bd4\u3079\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"48-faq-5\" class=\"wp-block-heading\"><strong>Q. \u5c0e\u5165\u524d\u306b\u4f55\u3092\u78ba\u8a8d\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n\n<p 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id=\"48-references\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u53c2\u8003\u8cc7\u6599<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u306e\u5b9a\u7fa9\u3068\u5b9f\u88c5\u4e0a\u306e\u8ad6\u70b9\u306f\u3001\u4ee5\u4e0b\u306e\u516c\u5f0f\u8cc7\u6599\u3092\u53c2\u7167\u3057\u3066\u3044\u307e\u3059\u3002\u4ed5\u69d8\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6319\u52d5\u306f\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u5c0e\u5165\u6642\u306f\u5229\u7528\u3059\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u6587\u66f8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/lda_qda.html\" target=\"_blank\" rel=\"noopener\">https:\/\/scikit-learn.org\/stable\/modules\/lda_qda.html<\/a><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html\" target=\"_blank\" rel=\"noopener\">https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html<\/a><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/decomposition.html#decompositions\" target=\"_blank\" 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