{"id":6983,"date":"2024-08-26T15:50:36","date_gmt":"2024-08-26T06:50:36","guid":{"rendered":"https:\/\/www.pirika.com\/wp\/?page_id=6983"},"modified":"2026-03-07T11:17:28","modified_gmt":"2026-03-07T02:17:28","slug":"mtc6a","status":"publish","type":"page","link":"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/magician-tc\/mtc6a","title":{"rendered":"\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306e\u521d\u6b69-MTC6a"},"content":{"rendered":"\n<link rel=\"stylesheet\" href=\"https:\/\/www.pirika.com\/Images20\/TT.css\">\n<link rel=\"stylesheet\" href=\"https:\/\/www.pirika.com\/Images20\/title.css\">\n\n\n<p align=\"right\">2018.9.25<\/p>\n\n<iframe src=\"https:\/\/www.pirika.com\/title.html\" width=\"100%\"  id=\"inner-flame\"><\/iframe>\n\n\n\n<p><strong><strong><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\">pirika.com\u3067\u5316\u5b66<\/a> <\/strong><br>&gt;<strong><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\">\u30c1\u30e3\u30d4\u30a8\u30e2\u30f3-3rd Pirika Origin (CPO)<\/a><\/strong><br><strong>&gt; <a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/hsp\">\u30cf\u30f3\u30bb\u30f3\u6eb6\u89e3\u5ea6\u30d1\u30e9\u30e1\u30fc\u30bf (HSP)<\/a><\/strong><br><strong>&gt; <a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/chemistry\"><mark>\u5316\u5b66\u5168\u822c<\/mark><\/a><br> &gt; <\/strong><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\"><strong><mark>\u60c5\u5831\u5316\u5b66<\/mark><\/strong><\/a> \u3000<strong>&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/chemistry\/tcpe\">\u7269\u6027\u5316\u5b66<\/a>\u3000&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/chemistry\/polychem\">\u9ad8\u5206\u5b50\u5316\u5b66<\/a>\u3000&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/chemistry\/chemeng\">\u5316\u5b66\u5de5\u5b66<\/a>\u3000&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/chemistry\/otherchem\">\u305d\u306e\u4ed6\u306e\u5316\u5b66<\/a>\u3000&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/mychem\">\u6614\u306e\u3082\u306e<\/a><\/strong><br>     &gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/chemo-info\"><strong>\u60c5\u5831\u5316\u5b66\u30c4\u30fc\u30eb<\/strong><\/a>\u3000<strong>&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\"><mark>MAGICIAN\u990a\u6210\u8b1b\u5ea7<\/mark><\/a>\u3000&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/pirika-steam\">STEAM<\/a><\/strong><\/strong><br>\u3000\u3000<strong>&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/magician-tc\"><mark>\u8b1b\u7fa9\u8cc7\u6599<\/mark><\/a>\u3000&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/formulation\">\u914d\u5408\u51e6\u65b9\u8a2d\u8a08<\/a>\u3000&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/mw3mi\">\u30de\u30a4\u30af\u30ed\u6ce2\u3068\uff13\u3064\u306eMI<\/a><br>&gt;<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/pirikapro\"><strong>Pirika \u30c4\u30fc\u30eb\u7fa4<\/strong><\/a><strong><br><a href=\"https:\/\/www.pirika.com\/wp\/blog\">\u30d6\u30ed\u30b0<\/a><br><a href=\"https:\/\/www.pirika.com\/wp\/services\">\u696d\u52d9\u6848\u5185<\/a> <br><a href=\"https:\/\/www.pirika.com\/wp\/question\">\u304a\u554f\u3044\u5408\u308f\u305b<\/a><\/strong><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\">\u60c5\u5831\u5316\u5b66<\/a> &gt; <a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\">MAGICIAN \u990a\u6210\u8b1b\u5ea7<\/a> &gt;\u3000<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/magician-tc\">\u8b1b\u7fa9\u8cc7\u6599<\/a> &gt; \u7b2c6a\u56de \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306e\u57fa\u790e<\/h3>\n\n\n\n<p>MAGICIAN(<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>MA<\/strong><\/span>terials&nbsp;<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>G<\/strong><\/span>enome\/<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>I<\/strong><\/span>nformatics and&nbsp;<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>C<\/strong><\/span>hemo-<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>I<\/strong><\/span>nformatics&nbsp;<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>A<\/strong><\/span>ssociate&nbsp;<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>N<\/strong><\/span>etworks)<br>MAGICIAN\u3068\u306f\u3001\u6750\u6599\u30b2\u30ce\u30e0(<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>Ma<\/strong><\/span>terials <strong><span class=\"tadv-color\" style=\"color:#ff675f\">G<\/span><\/strong>enome)\u3001\u6750\u6599\u60c5\u5831\u5b66(<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>Ma<\/strong><\/span>terials <span class=\"tadv-color\" style=\"color:#ff675f\"><strong>I<\/strong><\/span>nformatics)\u3001\u60c5\u5831\u5316\u5b66(<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>C<\/strong><\/span>hemo-<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>I<\/strong><\/span>nformatics)\u3092\u7d50\u3073\u3064\u3051\u3066(<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>A<\/strong><\/span>ssociate)\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(<strong><span class=\"tadv-color\" style=\"color:#ff675f\">N<\/span><\/strong>etworks)\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304b\u308c\u308b<span class=\"tadv-color\" style=\"color:#ff675f\"><strong>\u4eba\u8ca1<\/strong><\/span>\u3067\u3059\u3002<\/p>\n\n\n\n<p>Materials Genome\u3092\u4f7f\u3063\u3066\u4f55\u304b\u7d20\u6750\u3092\u8a2d\u8a08\u3057\u305f\u3044\u3068\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>Genome\u3068\u3044\u3046\u306e\u306f\u907a\u4f1d\u5b50\u306e\u3053\u3068\u3067\u3001\u7d20\u6750\u3092\u907a\u4f1d\u5b50\u89e3\u6790\u3057\u3066\u3088\u308a\u512a\u308c\u305f\u7d20\u6750\u3092\u63a2\u7d22\u3059\u308b\u306e\u304cMaterials Genome\u306e\u8a9e\u6e90\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u7d20\u6750\u306e\u3042\u308b\u90e8\u5206\u306e\u907a\u4f1d\u5b50\u3092\u3044\u3058\u3063\u305f\u6642\u306b\u3001\u7d50\u679c\u304c\u3069\u3046\u306a\u308b\u304b\uff1f\u3000\u306f\u3001\u3069\u3046\u3057\u305f\u3089\u89e3\u308b\u3067\u3057\u3087\u3046\uff1f\u3000<\/p>\n\n\n\n<p>\u5b9f\u969b\u306b\u30cf\u30a4\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3067\u5b9f\u9a13\u3092\u884c\u3046\u3068\u304b\u3001Net, \u8ad6\u6587, \u7279\u8a31\u3092\u691c\u7d22\u3057\u3066\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u306e\u3067\u3057\u3087\u3046\u3002<br>\u305d\u3046\u3057\u3066\u96c6\u307e\u3063\u305f\u30c7\u30fc\u30bf\u3092\u7d71\u8a08\u89e3\u6790\u3057\u3066\u3001\u4e88\u6e2c\u5f0f\u3092\u7acb\u3066\u3066\u3001\u3088\u308a\u826f\u3044\u7d20\u6750\u306b\u306a\u308b\u3088\u3046\u306b\u6539\u826f\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3000<\/p>\n\n\n\n<p>\uff1f\uff1f\uff1f\u3000<\/p>\n\n\n\n<p>\u6614\u304b\u3089\u884c\u308f\u308c\u3066\u3044\u308b\u3053\u3046\u3057\u305f\u7d71\u8a08\u89e3\u6790\u306e\u65b9\u6cd5\u3068\u3001Materials Genome\u306e\u65b9\u6cd5\u306f\u3069\u3053\u304c\u9055\u3046\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u3000<\/p>\n\n\n\n<p><strong><em>\u5b9f\u306f\u5168\u304f\u5909\u308f\u3089\u306a\u3044\u306e\u3067\u3059<\/em><\/strong>\u3002<\/p>\n\n\n\n<p>\u7b46\u8005\u306f20\u5e74\u524d\u304b\u3089\u3001\u300c\u7269\u6027\u63a8\u7b97(Properties Estimation)\u3068\u9006\u8a2d\u8a08(Reverse Design)\u300d\u3068\u547c\u3093\u3067\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7b46\u8005\u304c\u591a\u7528\u3057\u3066\u3044\u308b\u7269\u6027\u63a8\u7b97\u6cd5\u306f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u3067\u3042\u308a\u3001\u591a\u7528\u3057\u3066\u3044\u308b\u9006\u8a2d\u8a08\u6cd5\u306f\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\uff08\u795e\u7d4c\u7d30\u80de\uff09\u3001\u907a\u4f1d\u306a\u3069\u306e\u8a00\u8449\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u307e\u308b\u3067\u751f\u7269\u306e\u9032\u5316\u306b\u95a2\u4fc2\u304c\u3042\u308b\u3088\u3046\u306b\u805e\u3053\u3048\u307e\u3059\u304c\u3001\u5358\u306a\u308b\u7d71\u8a08\u89e3\u6790\u6cd5\u306e\uff11\u7a2e\u3068\u3082\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u753b\u50cf\u89e3\u6790\u3084\u81ea\u7136\u8a00\u8a9e\u89e3\u91c8\u306a\u3069\u306f\u3001\u30cd\u30c3\u30c8\u306e\u767a\u9054\u306b\u3088\u3063\u3066\u975e\u5e38\u306b\u5bb9\u6613\u306b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u5165\u624b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u300c\u732b\u306e\u30d2\u30b2\u3068\u306f\u306a\u3093\u305e\u3084\uff1f\u300d\u3068\u3044\u3046\u554f\u3044\u306b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304c\u96c6\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u7d20\u6750\u306e\u3042\u308b\u90e8\u5206\u3092\u3044\u3058\u3063\u305f\u3068\u304d\u306e\u7d50\u679c\u306f\u3069\u3053\u3092\u63a2\u3057\u3066\u3082\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u306a\u308b\u3079\u304f\u30c7\u30fc\u30bf\u306f\u96c6\u3081\u308b\u306b\u3057\u3066\u3082\u3001\u8db3\u308a\u306a\u3044\u90e8\u5206\u306f\u5408\u7406\u7684\u306a\u65b9\u6cd5\u3067\u88dc\u5b8c\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br>\u4e00\u3064\u306e\u65b9\u6cd5\u306f\u3001\u5206\u5b50\u8ecc\u9053\u8a08\u7b97\u3084\u5206\u5b50\u52d5\u529b\u5b66\u8a08\u7b97\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u6570\u3092\u5897\u3084\u3059\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u3001\u7b2c3\u56de\u3067\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306a\u3001\u5e02\u8ca9\u3055\u308c\u3066\u3044\u308b\u30ab\u30fc\u30dc\u30f3\u30d6\u30e9\u30c3\u30af\u306e\u54c1\u756a\u306b\u3088\u3063\u3066\u30b4\u30e0\u306e\u6027\u80fd\u304c\u5909\u308f\u308b\u306a\u3069\u306b\u306f\u9069\u7528\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u6b8b\u5ff5\u306a\u304c\u3089\u3001\u73fe\u6642\u70b9\u3067\u306f\u738b\u9053\u306f\u306a\u3044\u306e\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br>\u958b\u767a\u3057\u305f\u3044\u7d20\u6750\u306b\u5408\u308f\u305b\u3066\u3001\u5316\u5b66\u306e\u77e5\u8b58\u3092\u7dcf\u52d5\u54e1\u3057\u3066Materials Genome\u3092\u884c\u3063\u3066\u3044\u308c\u3070\u3001AI\u306b\u4ed5\u4e8b\u3092\u596a\u308f\u308c\u308b\u3088\u3046\u306a\u3053\u3068\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305d\u3046\u8a00\u3044\u5207\u308c\u308b\u305f\u3081\u306b\u306f\u3001\u307e\u305a\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306b\u3088\u308b\u7269\u6027\u63a8\u7b97\u306e\u57fa\u790e\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002<br>\u7b2c7\u56de\u3067\u3001<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/magician-tc\/mtc7\">\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/a>\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306e\u57fa\u790e<\/h4>\n\n\n\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306e\u57fa\u790e\u306b\u3064\u3044\u3066\u306f\u3001\u7b46\u8005\u306eHP\u3001<br>https:\/\/www.pirika.com\/<br>\u306b\u591a\u52062005\u5e74\u3050\u3089\u3044\u306b\u8a18\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<br><br><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/chemo-info\/nn-method\/kune\">\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u3088\u308b\u77e5\u8b58\u306e\u7372\u5f97<\/a><br><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/chemo-info\/nn-method\/nnbasic\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u57fa\u672c<\/a><br><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/chemo-info\/nn-method\/h2s-nn\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3069\u3046\u5b66\u7fd2\u3059\u308b\u304b<\/a><br><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/chemo-info\/nn-method\/overlearn\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u554f\u984c\u70b9<\/a><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30da\u30fc\u30b8\u3092\u65e2\u306b\u8aad\u3093\u3067\u3044\u308b\u5b66\u751f\u306f\u3001\u524d\u534a\u306f\u8aad\u307f\u98db\u3070\u3057\u3066\u3082\u826f\u3044\u3067\u3059\u3002<br>\u305f\u3060\u3057\u3001HP\u306f15\u5e74\u8fd1\u304f\u524d\u306e\u8a18\u8f09\u306a\u306e\u3067\u3001\u7d30\u304b\u3044\u3068\u3053\u308d\u306f\u5909\u66f4\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\uff08\u3061\u306a\u307f\u306b\u3001pirika.com\u306eHP\u306f\u6765\u5e74\u30672019\u5e74\u306720\u5468\u5e74\u306b\u306a\u308a\u307e\u3059\u3002\u7269\u597d\u304d\u306e\u8da3\u5473\u306e\u30da\u30fc\u30b8\u304c\u3053\u308c\u3060\u3051\u9577\u7d9a\u304d\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u4ed8\u304d\u5408\u3063\u3066\u304f\u308c\u308b\u8aad\u8005\u304c\u3042\u3063\u3066\u306e\u3053\u3068\u3067\u3059\u3002\u3060\u3044\u305f\u30441\u65e5\u3042\u305f\u308a10,000\u30da\u30fc\u30b8\u3001\u4e16\u754c\u4e2d\u304b\u3089\u8a2a\u306d\u3066\u304f\u308c\u307e\u3059\u3002\u8ab0\u304b\u304a\u795d\u3044\u3067\u3082\u3057\u3066\u304f\u308c\u306a\u3044\u3082\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u3000\u9591\u8a71\u4f11\u984c\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">[<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/chemo-info\/nn-method\/nonl\">\u7dda\u5f62\u56de\u5e30\u30fb\u975e\u7dda\u5f62\u56de\u5e30<\/a>]<\/h2>\n\n\n\n<p>\u4e0b\u306e\u56f3\u306e\u3088\u3046\u306aX\u2212Y\u95a2\u4fc2\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u304c\u3042\u3063\u305f\u3068\u3057\u307e\u3059\u3002<br>\u5316\u5b66\u7cfb\u306e\u7814\u7a76\u8005\u304c\u6700\u3082\u4e00\u822c\u7684\u306b\u7528\u3044\u308b\u89e3\u6790\u65b9\u6cd5\u306f\u3001\uff08\u91cd\uff09\u56de\u5e30\u8a08\u7b97\u3067\u3057\u3087\u3046\u3002<br>\u3053\u308c\u306f\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3068\u3082\u547c\u3070\u308c\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage001.jpg\" alt=\"t\" style=\"aspect-ratio:1.203860294117647;width:368px;height:auto\"\/><\/figure>\n\n\n\n<p>\u91cd\u56de\u5e30\u8a08\u7b97\u3092\u7c21\u5358\u306b\u8aac\u660e\u3059\u308c\u3070\u3001\u4e0b\u306e\u56f3\u306b\u793a\u3059\u3088\u3046\u306b\u3001\u7dd1\u8272\u306e\u76f4\u7dda\u3001Y=aX+b\u3092\u4eee\u5b9a\u3057\u3066\u3001\u3053\u306e\u76f4\u7dda\u304b\u3089\u306e\u8aa4\u5dee\u306e\uff12\u4e57\u304c\u6700\u4f4e\u306b\u306a\u308ba\u3068b\u306e\u7d44\u3092\u898b\u3064\u3051\u308b\u8a08\u7b97\u3067\u3059\u3002<br>\uff08\u51fa\u5178\u3092\u898b\u308b\u3068\u76f4\u7ddaY=aX+b\u306b\u5bfe\u3057\u3066X\u306f\u4e00\u5b9a\u3067\u7dda\u3092\u4e0b\u308d\u3057\u305f\u3068\u304d\u306e2\u4e57\u3060\u3068\u304b\u8272\u3005\u306a\u5b9a\u7fa9\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002\u307e\u30fc\u3001\u6570\u5b66\u8005\u3067\u306a\u3044\u8005\u306e\u305f\u308f\u4e8b\u3068\u8aad\u307f\u98db\u3070\u3057\u3066\u304f\u3060\u3055\u3044\u3002\uff09<\/p>\n\n\n\n<p>\u8a08\u7b97\u81ea\u4f53\u306f\u975e\u5e38\u306b\u7c21\u5358\u3067\u3001Excel\u306a\u3069\u306e\u8868\u8a08\u7b97\u30bd\u30d5\u30c8\u306b\u3082\u305d\u306e\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage002.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u591a\u304f\u306e\u5834\u5408\u3001\u5316\u5b66\u306e\u73fe\u8c61\u3092\u6271\u3046\u306e\u306f\u3053\u306e\u91cd\u56de\u5e30\u8a08\u7b97\u3067\u5341\u5206\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u8a08\u7b97\u306b\u3088\u3063\u3066\u306f\u975e\u7dda\u5f62\u6027\u3092\u5c0e\u5165\u3057\u306a\u304f\u3066\u306f\u306a\u3089\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<br>\u5b9f\u306f\u3001\u4e0a\u306e\u56f3\u306e\u9752\u3044\u70b9\u306f\u4e0b\u306b\u793a\u3059\u3088\u3046\u306bSin\u30ab\u30fc\u30d6\u306e\u4e00\u90e8\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage003.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u3053\u308c\u3092\u6b63\u3057\u304f\u6271\u3044\u305f\u3044\u5834\u5408\u306b\u306f\u3001\u975e\u7dda\u5f62\u56de\u5e30\u8a08\u7b97\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u305d\u3053\u3067\u3001\u5148\u307b\u3069\u306e\u91cd\u56de\u5e30\u8a08\u7b97\u3068\u540c\u69d8\u306b\u3001<\/p>\n\n\n\n<p>f(y)=A1* \/ [1+exp(-(B1*X1+B2*1))\uff0b<br>          A2* \/ [1+exp(-(B3*X1+B4*1))\uff0b<br>          A3* \/ [1+exp(-(B5*X1+B6*1))<\/p>\n\n\n\n<p>\u3068\u3044\u3046\u66f2\u7dda\u3092\u4eee\u5b9a\u3057\u3066\u3001\u8aa4\u5dee\u304c\u6700\u5c0f\u306b\u306a\u308bA1-A3, B1-B6\u306e\u7d44\u3092\u898b\u3064\u3051\u308c\u3070\u826f\u3044\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<br>\u66f2\u7dda\u3068\u3057\u3066\u3069\u3093\u306a\u66f2\u7dda\u3092\u4eee\u5b9a\u3059\u308b\u306f\u5404\u4eba\u306e\u81ea\u7531\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001<br><br>A1= -2.14 B1= -1.84 B2= 0.30<br>A2= -1.01 B3= 0.04 B4= 0.31<br>A3= 2.11 B5= -1.87 B6= 1.57<br><br>\u3060\u3068\u3059\u308b\u3068\u3001\u4e0b\u56f3\u306b\u793a\u3059\u3088\u3046\u306b\u826f\u597d\u306bSin\u30ab\u30fc\u30d6\u3092\u518d\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage004.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u3053\u306ef(y)\u3092\u3092\u6a21\u5f0f\u7684\u306b\u66f8\u304f\u3068\u3001\u751f\u4f53\u306e\u795e\u7d4c\u7d30\u80de\uff08\u30cb\u30e5\u30fc\u30ed\u30f3\uff09\u304c\u3064\u306a\u304c\u3063\u305f\u3088\u3046\u306a\u56f3\u306b\u306a\u308a\u307e\u3059\u3002\u5de6\u306e2\u3064\u3092\u5165\u529b\u5c64\u30cb\u30e5\u30fc\u30ed\u30f3\u3001\u771f\u3093\u4e2d\u306e3\u3064\u3092\u4e2d\u9593\u5c64\uff08\u96a0\u308c\u5c64\uff09\u30cb\u30e5\u30fc\u30ed\u30f3\u3001\u53f3\u306e1\u3064\u3092\u51fa\u529b\u5c64\u30cb\u30e5\u30fc\u30ed\u30f3\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage005.jpg\" alt=\"t\" style=\"width:300px\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage006.jpg\" alt=\"t\" style=\"width:300px\"\/><\/figure>\n\n\n\n<p>\u5f0f\u4e2d\u306e\u5909\u6570\u3001A1-A3, B1-B6\u306f\u6a21\u5f0f\u56f3\u4e2d\u3067\u30cb\u30e5\u30fc\u30ed\u30f3\u3092\u540c\u58eb\u306e\u7d50\u5408\u306e\u5f37\u3055\uff08\u7d50\u5408\u8377\u91cd\u884c\u5217\u3068\u547c\u3073\u307e\u3059\uff09\u3068\u3057\u3066\u8868\u308f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001f(y)=A1* \/ [1+exp(-(B1*X1+B2*1))\u3068\u3044\u3046\u95a2\u6570\u306f\u3001\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3068\u547c\u3070\u308c\u3001\u03b1\u306e\u5024\u306b\u3088\u3063\u3066\u3001\u3042\u308b\u95be\u5024\u03b8\u3067\u6025\u306b\u5024\u304c\u5909\u308f\u308b\u95a2\u6570\u306b\u306a\u308a\u307e\u3059\u3002<br>\u3053\u308c\u306f\u3001\u751f\u7269\u306e\u523a\u6fc0\u30fc\u5fdc\u7b54\u66f2\u7dda\u306b\u4f3c\u3066\u3044\u308b\u305f\u3081\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3092\u3044\u304f\u3064\uff08Sin\u306e\u5834\u5408\u306f3\u3064\uff09\u8db3\u3057\u5408\u308f\u305b\u308b\u304b\u3067\u3001\u8907\u96d1\u306a\u73fe\u8c61\u306b\u5bfe\u3057\u3066\u3082\u826f\u597d\u306b\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage007.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3092\u3080\u3084\u307f\u306b\u5897\u3084\u3059\u3068\u3001\u5f8c\u8ff0\u3059\u308b\u3088\u3046\u306b\u3001\u69d8\u3056\u307e\u306a\u5f0a\u5bb3\u3082\u3082\u305f\u3089\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u3053\u306e\u3001A1-A3, B1-B6\u306e\u7d44\u306f\u3069\u3046\u3057\u305f\u3089\u6c42\u307e\u308b\u3067\u3057\u3087\u3046\u304b\uff1f\u3000<\/p>\n\n\n\n<p>\u91cd\u56de\u5e30\u6cd5\u306e\u5834\u5408\u306f\u3001\u9023\u7acb\u65b9\u7a0b\u5f0f\u306e\u89e3\u6cd5\u306a\u306e\u3067\u3001\u65b9\u7a0b\u5f0f\u3092\u884c\u5217\u8868\u73fe\u306b\u3057\u3066\u3001\u9006\u884c\u5217\u3092\u6c42\u3081\u308c\u3070\u4fc2\u6570\u306f\u3059\u3050\u306b\u6c42\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u975e\u7dda\u5f62\u56de\u5e30\u5f0f\u306f\u3001\u6570\u5b66\u7684\u306a\u89e3\u306e\u5f0f\u304c\u6c42\u307e\u3089\u306a\u3044\u306e\u3067\u3001\u53ce\u675f\u8a08\u7b97\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u521d\u306e\u91cd\u56de\u5e30\u306e\u5f0f\u3001\u7dd1\u8272\u306e\u76f4\u7dda\u3001Y=aX+b\u306ea,b\u3092\u53ce\u675f\u8a08\u7b97\u3067\u6c42\u3081\u308b\u4e8b\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u70b9\u306f5\u70b9\u3042\u308a\u307e\u3059\u3002<br>\u305d\u308c\u304b\u30892\u70b9\u9078\u3076\u306b\u306f\u30015C2\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u3042\u308b\u306e\u306710\u7a2e\u985e\u306ea,b\u306e\u7d44\u307f\u304c\u6c42\u307e\u308a\u307e\u3059\u3002<br>\u305d\u306e10\u7a2e\u985e\u306e\u76f4\u7dda\u306e\u3046\u3061\u3001\u4e00\u756a\u30c8\u30fc\u30bf\u30eb\u8aa4\u5dee\u306e\u5c0f\u3055\u306a\u76f4\u7dda\u304c\u3069\u308c\u304b\u306f\u3001\u7c21\u5358\u306b\u89e3\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>5\u70b9\u5168\u90e8\u306e\u8aa4\u5dee\u306e\uff12\u4e57\u3092\u8db3\u3057\u5408\u308f\u305b\u3001\u6700\u5c0f\u306e\u3082\u306e\u304c\u521d\u671f\u5024\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u521d\u671f\u5024\u306e\u76f4\u7dda\u3067\u4e00\u756a\u8aa4\u5dee\u306e\u5927\u304d\u3044\u70b9\u3092\u7279\u5b9a\u3057\u3066\u3001\u8aa4\u5dee\u304c\u5c11\u3057\u5c0f\u3055\u304f\u306a\u308b\u65b9\u5411\u306b\u3001\u0394a, \u0394b\u52d5\u304b\u3057\u307e\u3059\u3002<br>\u305d\u3057\u3066\u30c8\u30fc\u30bf\u30eb\u8aa4\u5dee\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3044\u304f\u3068\u3001\uff08\u9014\u4e2d\u3067\u6700\u5927\u8aa4\u5dee\u3092\u4e0e\u3048\u308b\u30dd\u30a4\u30f3\u30c8\u306f\u5165\u308c\u66ff\u308f\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3067\u3059\u304c\uff09\u4e00\u3064\u306ea, b\u306b\u53ce\u675f\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306e\u53ce\u675f\u8a08\u7b97\u3082\u3001\u3053\u308c\u3068\u540c\u3058\u65b9\u6cd5\u3092\u3068\u308a\u307e\u3059\u3002<br>\u5358\u306a\u308b\u53ce\u675f\u8a08\u7b97\u3067\u3059\u304c\u3001\u8aa4\u5dee\u9006\u4f1d\u64ad\u5b66\u7fd2\u6cd5(Error Back Propagation)\u3068\u3044\u3046\u3082\u3063\u305f\u3044\u3076\u3063\u305f\u540d\u524d\u304c\u3064\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>20\u5e74\u524d\u306b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u304c\u30d6\u30fc\u30e0\u3092\u8fce\u3048\u305f\u306e\u306f\u3001\u3053\u306eEBP\u5b66\u7fd2\u6cd5\u306e\u6027\u80fd\u304c\u3088\u304b\u3063\u305f\u304b\u3089\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u5f8c\u5ec3\u308c\u3066\u3057\u307e\u3063\u305f\u306e\u306f\u3001EBP\u5b66\u7fd2\u6cd5\u306e\u554f\u984c\u70b9\u3092\u89e3\u6c7a\u3067\u304d\u306a\u304b\u3063\u305f\u304b\u3089\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br>20\u5e74\u306e\u6642\u3092\u7d4c\u3066\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u3068\u3044\u3046\u6761\u4ef6\u4ed8\u304d\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u3044\u3046\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u304c\u5fa9\u6a29\u3057\u305f\u306e\u306f\u611f\u6168\u6df1\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u4eba\u9593\u3068\u9055\u3044\u3001\u98fd\u304d\u308b\u3053\u3068\u3092\u77e5\u3089\u306a\u3044\u306e\u3067\u3001\u547d\u4ee4\u3059\u308c\u3070\u4e00\u6669\u4e2d\u3067\u3082\u30011\u5e74\u3067\u3082\u5b66\u7fd2\u3092\u7d9a\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3059\u308b\u3068\u3001\u672c\u6765\u6b32\u3057\u3044\u70b9\u306f\u30d4\u30f3\u30af\u306e\u70b9\u3067\u3042\u308b\u306e\u306b\u3001\u6700\u7d42\u7684\u306b\u306f\u5b66\u7fd2\u3057\u305f\u70b9\u3092\u306a\u3081\u3089\u304b\u306b\u3064\u306a\u3050\u7dd1\u306e\u7dda\u3092\u7b54\u3048\u3068\u3057\u3066\u63d0\u6848\u3057\u307e\u3059\u3002<br>\u5b66\u7fd2\u306b\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u3067\u306f\u76f8\u95a2\u4fc2\u6570R=1.000\u3001\u201d\u304a\u304a\u30fc\u3001\u3082\u306e\u3059\u3054\u304f\u826f\u304f\u30e2\u30c7\u30eb\u3092\u518d\u73fe\u3067\u304d\u308b\u5f0f\u304c\u69cb\u7bc9\u3067\u304d\u305f\u201d\u3068\u559c\u3093\u3067\u8ad6\u6587\u306b\u6295\u7a3f\u3057\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u3082\u3001\u4e0b\u306e\u30b0\u30e9\u30d5\u3092\u898b\u308c\u3070\u660e\u3089\u304b\u306a\u3088\u3046\u306b\u3001\u5b66\u7fd2\u3057\u305f\u8fd1\u508d\u4ee5\u5916\u306f\u975e\u5e38\u306b\u60aa\u3044\u7b54\u3048\u3092\u8fd4\u3059\u30e2\u30c7\u30eb\u3067\u3059\u3002\u3053\u308c\u306a\u3089\u3001\u91cd\u56de\u5e30\u306e\u307b\u3046\u304c\u307e\u3060\u307e\u3057\u3001\u3063\u3066\u3044\u3046\u30ec\u30d9\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage008.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u3001\u5b66\u7fd2\u72b6\u614b\u3092\u904e\u5b66\u7fd2\u3068\u3044\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u904e\u5b66\u7fd2\u306f\u5b66\u7fd2\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u304c\u5c11\u306a\u3044\u3001NN\u306e\u4e2d\u9593\u30cb\u30e5\u30fc\u30ed\u30f3\u6570\u304c\u591a\u3059\u304e\u308b\u3068\u304d\u306b\u8d77\u3053\u308a\u3084\u3059\u3044\u3067\u3059\u3002<br>\u305d\u3053\u3067\u3001\u30d4\u30f3\u30af\u306e\u70b9\u3082\u542b\u3081\u3066\u5b66\u7fd2\u3055\u305b\u3066\u3057\u307e\u3046\u3053\u3068\u3092\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage009.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u6570\u304c\u5897\u3048\u3066\u304f\u308c\u3070\u5927\u304d\u304f\u30cf\u30ba\u30ec\u308b\u66f2\u7dda\u306f\u53d6\u308a\u3088\u3046\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306e\u904e\u5b66\u7fd2\u306f\u6291\u3048\u3089\u308c\u308b\u306e\u306f\u3001\u6614\u304b\u3089\u5206\u304b\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u554f\u984c\u306f\u3001\u65b0\u7d20\u6750\u3092\u8003\u3048\u306a\u304f\u3066\u306f\u306a\u3089\u306a\u3044\u5316\u5b66\u306e\u9818\u57df\u3067\u306f\u3001\u306a\u304b\u306a\u304b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u96c6\u307e\u3089\u306a\u3044\u3053\u3068\u3067\u3059\u3002<br>\u305d\u308c\u306f\u4eca\u3082\u6614\u3082\u72b6\u6cc1\u306f\u5909\u308f\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u4e2d\u9593\u5c64\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u6570\u306f\u3001\u4f55\u500b\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3092\u8db3\u3057\u7b97\u3057\u3066\u3001\u3053\u306e\u73fe\u8c61\u3092\u8868\u73fe\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u304b\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002<br>\u5f53\u7136\u30cb\u30e5\u30fc\u30ed\u30f3\u6570\u3092\u5897\u3084\u305b\u3070\u8907\u96d1\u306a\u73fe\u8c61\u306b\u3082\u8ffd\u968f\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u306e\u5206\u3001\u904e\u5b66\u7fd2\u3068\u3044\u3046\u3001\u3084\u3063\u304b\u3044\u3082\u80cc\u8ca0\u3044\u3053\u3080\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u3001\u4e2d\u9593\u5c64\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u6570\u306e\u6700\u9069\u5316\u3068\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306e\u6570\u3001\u3053\u308c\u304c\u8003\u616e\u3055\u308c\u305a\u306b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7d44\u3093\u3067\u3082\u3001\u7121\u99c4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3092\u8a55\u4fa1\u3059\u308b\u306e\u306b\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96\uff08AIC\uff09\u3068\u3044\u3046\u3082\u306e\u3082\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u96e3\u3057\u3059\u304e\u3066\u81ea\u5206\u306b\u306f\u7406\u89e3\u51fa\u6765\u3067\u304d\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u306b\u3001\u5316\u5b66\u306e\u73fe\u8c61\u306f\u305d\u308c\u4ee5\u524d\u306b\u591a\u304f\u306e\u3001\u8aa4\u5dee\u3001\u3042\u3084\u3075\u3084\u3055\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6975\u7aef\u306a\u3053\u3068\u3092\u3044\u3048\u3070\u3001\u719f\u7df4\u5de5\u306eA\u3055\u3093\u3068\u65b0\u4eba\u306eB\u3055\u3093\u304c\u540c\u3058\u624b\u9806\u66f8\u306b\u3057\u305f\u304c\u3063\u3066\u5b9f\u9a13\u3092\u884c\u3063\u3066\u3082\u7d50\u679c\u304c\u7570\u306a\u308a\u307e\u3059\u3002<br>AIC\u3092\u8003\u3048\u308b\u3088\u308a\u3082\u3001\u5b9f\u9a13\u8005A,B\u3092\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u5165\u308c\u308b\u65b9\u304c\u7d50\u679c\u306f\u3088\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3046\u4e00\u3064\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u304c\u5ec3\u308c\u305f\u7406\u7531\u306f\u3001\u4e88\u6e2c\u6027\u306e\u6b20\u5982\u3067\u3059\u3002<br>\u5148\u7a0b\u306eSin\u30ab\u30fc\u30d6\u306e\u5b66\u7fd2\u3067\u3001Sin\u306e\u9802\u70b9\u307e\u3067\u3057\u304b\u5b66\u7fd2\u3057\u306a\u304b\u3063\u305f\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage010.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u305d\u3046\u3057\u305f\u5834\u5408\u306f\u3001\u5b66\u7fd2\u3057\u305f\u5185\u5074\u306b\u3064\u3044\u3066\u306f\u3001\u4e2d\u9593\u30cb\u30e5\u30fc\u30ed\u30f3\u306e\u6570\u304c\u9069\u5f53\u3067\u3042\u308c\u3070\u3001\u9752\u3044\u70b9\u304c\u793a\u3059\u3088\u3046\u306b\u826f\u597d\u306b\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u3053\u308c\u306f\u3001\u201d\u5185\u633f\u554f\u984c\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u6027\u201d\u306f\u9ad8\u3044\u3068\u3044\u3046\u8a00\u3044\u65b9\u3092\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u03b8\u304c90\u3092\u8d85\u3048\u305f\u5148\u304c\u3069\u3053\u306b\u884c\u304f\u306e\u304b\u306f\u3001NN\u306b\u306f\u5224\u308a\u307e\u305b\u3093\u3002<br>\u3057\u305f\u304c\u3063\u30661\u70b9\u3067\u3082\u3088\u3044\u304b\u308990\u5ea6\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u5165\u308c\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u3053\u308c\u306f\u5b9f\u306f\u5148\u7a0b\u306e\u904e\u5b66\u7fd2\u3088\u308a\u3082\u3001\u3088\u3063\u307d\u3069\u305f\u3061\u304c\u60aa\u3044\u73fe\u8c61\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u5316\u5408\u7269\u306e\u5b98\u80fd\u57fa\u3092\u5b9a\u7fa9\u3057\u3066\u6cb8\u70b9\u3092\u63a8\u7b97\u3059\u308bNN\u3092\u69cb\u7bc9\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3042\u308b\u5b98\u80fd\u57fa\u3001\u4f8b\u3048\u3070\u6c34\u9178\u57fa\u3092\u6301\u3064\u5316\u5408\u7269\u306e\u6cb8\u70b9\u306e\u30c7\u30fc\u30bf\u304c\u3001\u6c34\u9178\u57fa\u304c1\uff0c2\uff0c3\u500b\u3082\u3064\u5316\u5408\u7269\u306e\u6cb8\u70b9\u30c7\u30fc\u30bf\u304c\u3042\u308a\u3001NN\u306b\u53d6\u308a\u8fbc\u3093\u3060\u3068\u3057\u307e\u3059\u3001\u305d\u306e\u5834\u5408\u306f\u5206\u5b50\u4e2d\u306b\u6c34\u9178\u57fa\u30924\u3064\u3082\u3064\u3082\u306e\u306f\u3001\u201d\u5916\u633f\u201d\u3000\u554f\u984c\u306b\u306a\u308a\u3001\u4e88\u6e2c\u6027\u306f\u9ad8\u304f\u306a\u3044\u3060\u308d\u3046\u3068\u898b\u5f53\u304c\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u3053\u308d\u304c\u3001\u30ab\u30eb\u30dc\u30f3\u9178\u30921-2\u500b\u3082\u3064\u5316\u5408\u7269\u3001\u30a2\u30df\u30ce\u57fa\u30921-2\u500b\u6301\u3064\u5316\u5408\u7269\u3092NN\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3082\u3001\u5206\u5b50\u4e2d\u306b\u3001\u30ab\u30eb\u30dc\u30f3\u9178\u3068\u30a2\u30df\u30ce\u57fa\u3092\u4e21\u65b9\u3082\u3064\u30a2\u30df\u30ce\u9178\u3092NN\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3044\u306a\u3051\u308c\u3070\u3001\u3053\u308c\u306f\u3084\u306f\u308a\u5916\u633f\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u201d\u7d44\u307f\u5408\u308f\u305b\u201d\u5916\u633f\u306f\u3069\u308c\u3060\u3051\u3042\u308b\u306e\u304b\u306f\u3001\u4e00\u822c\u7684\u306b\u8a00\u3048\u306a\u3044\u3057\u3001\u975e\u5e38\u306b\u3080\u305a\u304b\u3057\u3044\u554f\u984c\u3067\u3059\u3002<br>\u307e\u305f\u3001\u30a2\u30df\u30ce\u9178\u306e\u3088\u3046\u306b\u3001\u3072\u3068\u3064\u306e\u70ad\u7d20\u306b\u30ab\u30eb\u30dc\u30ad\u30b7\u30eb\u57fa\u3068\u30a2\u30df\u30ce\u57fa\u304c\u4ed8\u3044\u3066\u3044\u308b\u5834\u5408\u3001\u9060\u304f\u96e2\u308c\u3066\u4ed8\u3044\u3066\u3044\u308b\u5834\u5408\u3067\u3082\u7269\u6027\u5024\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage011.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u5f93\u3063\u3066\u3001NN\u3067\u7269\u6027\u63a8\u7b97\u5f0f\u3092\u69cb\u7bc9\u3057\u305f\u5834\u5408\u306b\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u6bcd\u96c6\u56e3\u304b\u3089NN\u3092\u69cb\u7bc9\u3057\u305f\u306e\u304b\u304c\u975e\u5e38\u306b\u91cd\u8981\u306a\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5834\u5408\u3067\u3082\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u5b58\u5728\u3059\u308c\u3070\u554f\u984c\u306f\u89e3\u6c7a\u3057\u307e\u3059\u3002<br>\u3057\u304b\u3057\u3001\u201d\u7d44\u307f\u5408\u308f\u305b\u201d\u5916\u633f\u3092\u5168\u3066\u7db2\u7f85\u3059\u308b\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u6b8b\u5ff5\u306a\u304c\u3089\u5b58\u5728\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u753b\u50cf\u89e3\u6790\u3084\u81ea\u7136\u8a00\u8a9e\u89e3\u91c8\u3067\u306f\u4e0a\u624b\u304f\u3044\u3063\u305f\u30c7\u30a3\u30fc\u30d7\u30fb\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u3059\u304c\u3001\u30de\u30c6\u30ea\u30a2\u30eb\u306b\u9069\u7528\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u3001\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u5909\u3048\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5b9f\u969b\u306e\u9069\u7528\u4f8b<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage012.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/magician-tc\/mtc4b\">\u7b2c4b\u56de<\/a>\u3067\u30d0\u30ea\u30a2\u30fc\u6027\u7d20\u6750\u306e\u30ac\u30e9\u30b9\u8ee2\u79fb\u6e29\u5ea6(Tg)\u306e\u4e88\u6e2c\u3092\u53d6\u308a\u4e0a\u3052\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30d3\u30cb\u30ea\u30c7\u30f3\u30af\u30ed\u30e9\u30a4\u30c9 \u3068\u4ed6\u306e\u30e2\u30ce\u30de\u30fc\u306e\u5171\u91cd\u5408\u3092\u8003\u3048\u305f\u5834\u5408\u3001\u30a2\u30af\u30ea\u30eb\u9178\u30e1\u30c1\u30eb\u3068\u306e\u5171\u91cd\u5408\u4f53\u306e\u5834\u5408\u3060\u3051\u3001Tg\u304c\u4e0a\u306b\u51f8\u306b\u306a\u308b\u73fe\u8c61\u304c\u3042\u308a\u307e\u3057\u305f\u3002<br>\u3053\u306e\u66f2\u7dda\u306f\u898b\u3088\u3046\u306b\u3088\u308b\u3068Sin\u30ab\u30fc\u30d6\u306e\u4e00\u90e8\u306e\u3088\u3046\u306b\u898b\u3048\u306a\u304f\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u3057\u3066\u3001\u5148\u307b\u3069\u8ff0\u3079\u305fSin\u66f2\u7dda\u306e\u9802\u70b9\u306e\u5148\u306e\uff11\u70b9\u304c\u4e0e\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage013.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u5f53\u7136\u306e\u3053\u3068\u306a\u304c\u3089\u3001\u91cd\u56de\u5e30\u6cd5\u3067\u306f\u76f4\u7dda\u3057\u304b\u8868\u73fe\u3067\u304d\u306a\u3044\u306e\u3067\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u30672003\u5e74\u5f53\u6642\u7528\u3044\u3066\u3044\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f7f\u3063\u3066\u89e3\u6790\u3057\u305f\u3068\u3053\u308d\u3001\u4e2d\u9593\u5c64\u6570\u304c\uff12\u3067\u306f\u53ce\u675f\u305b\u305a\u30013\u3068\u304b4\u3067\u306f\u904e\u5b66\u7fd2\u3092\u8d77\u3053\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u5224\u660e\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage014.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u5f53\u6642\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b9f\u529b\u306a\u3069\u3001\u3053\u306e\u7a0b\u5ea6\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage015.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u3053\u3046\u3057\u305f\u30c7\u30fc\u30bf\u6570\u304c\u5c11\u306a\u304f\u3001\u904e\u5b66\u7fd2\u306b\u306a\u308a\u3084\u3059\u3044\u7cfb\u3092\u6271\u3046\u3068\u304d\u306f\u3001\u69d8\u3056\u307e\u306a\u5de5\u592b\u3092\u99c6\u4f7f\u3057\u305f\u3082\u306e\u3067\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001VDC10%\u306e\u5024\u3092\u30c7\u30fc\u30bf\u306b\u88dc\u586b\u3057\u3066\u3042\u3052\u308b\u3068\u3001\u904e\u5b66\u7fd2\u304c\u6291\u3048\u3089\u308c\u308b\u3067\u3042\u308b\u3068\u304b\u3001<a href=\"https:\/\/www.pirika.com\/wp\/chemistry-at-pirika-com\/cheminfo\/magician\/magician-tc\/mtc6b\">\u518d\u69cb\u7bc9\u5b66\u7fd2\u6cd5<\/a>\u3092\u3068\u308c\u3070\u3001\u30c7\u30fc\u30bf\u88dc\u586b\u3092\u3057\u306a\u304f\u3066\u3082\u4e0a\u306b\u51f8\u3092\u8868\u73fe\u3067\u304d\u308b\u3067\u3042\u308b\u3068\u304b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u4e2d\u9593\u5c64\u304c\u591a\u3044\u5834\u5408\u3001\u904e\u5b66\u7fd2\u3092\u8d77\u3053\u3057\u3001\u30c7\u30fc\u30bf\u3092\u6ed1\u3089\u304b\u306b\u3064\u306a\u3044\u3067\u3057\u307e\u3046\u300d\u3053\u308c\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u3001\u81ea\u4f5c\u306eNN\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3067\u518d\u8a08\u7b97\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage016.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u4e2d\u9593\u5c64\u304c\uff12\u306e\u6642\u306b\u306f\u5168\u304f\u53ce\u675f\u3057\u307e\u305b\u3093\u3002<br>\u3057\u304b\u3057\uff13\u4ee5\u4e0a\u306e\u6642\u306b\u904e\u5b66\u7fd2\u3092\u8d77\u3053\u3059\u4e8b\u3082\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4f55\u6545\u3060\u304b\u306f\u4e0d\u660e\u3067\u3059\u304c\u3001\u4e2d\u9593\u5c64\u304c4\u306e\u6642\u3060\u3051\u6319\u52d5\u304c\u7570\u306a\u308a\u307e\u3059\u3002<br>15\u5e74\u304b\u3051\u3066\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3092\u6539\u826f\u3057\u3066\u304d\u305f\u306e\u3067\u3001\u30c7\u30fc\u30bf\u6570\u304c\u5c11\u306a\u304f\u3066\u3082\u904e\u5b66\u7fd2\u306f\u8d77\u3053\u3057\u306b\u304f\u3044\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u306b\u9032\u5316\u3057\u305f\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3092\u9032\u5316\u3055\u305b\u308b\u306b\u306f\u3001\u81ea\u5206\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u3057\u304b\u3057\u3001\u5316\u5b66\u7cfb\u306e\u5b66\u751f\u306b\u306f\u305d\u308c\u306f\u304d\u3064\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3067\u3082\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u306a\u3069\u3068\u3044\u3046\u306e\u306f\u3001\u305d\u306e\u3046\u3061\u3001AI\u304c\u5e7e\u3089\u3067\u3082\u3084\u3063\u3066\u304f\u308c\u308b\u306e\u3067\u5fc3\u914d\u3059\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u554f\u984c\u306f\u3001\u300c\u305d\u306e\u3046\u3061\u300d\u3068\u3044\u3046\u306e\u304c\u4f55\u6642\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002(2024\u5e74\uff1aChatGPT\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u4f5c\u6210\u80fd\u529b\u306f\u79c1\u3092\u8ffd\u3044\u629c\u3044\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u3046\u3061\u304c\u6765\u307e\u3057\u305f\u3002\uff09<\/p>\n\n\n\n<p>\u305d\u308c\u307e\u3067\u306f\u3001\u4eca\u3067\u304d\u308b\u3053\u3068\u3092\u3084\u3063\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3092\u3044\u3058\u3089\u306a\u304f\u3066\u3082\u4eca\u3067\u304d\u308b\u3053\u3068\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5de5\u592b\u3059\u308b\u3053\u3068\u3067\u3059\u3002Sin\u30ab\u30fc\u30d6\u3092\u4e88\u6e2c\u3059\u308b\u4f8b\u3067\u5165\u529b\u30c7\u30fc\u30bf\u306e\u5de5\u592b\u306e\u3057\u304b\u305f\u3092\u793a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>Sin\u30ab\u30fc\u30d6\u306f\u3001\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3092\u7528\u3044\u308c\u3070\u3001<br><br>f(y)=A1* \/ [1+exp(-(B1*X1+B2*1))\uff0b<br>\u3000\u3000A2* \/ [1+exp(-(B3*X1+B4*1))\uff0b<br>\u3000\u3000A3* \/ [1+exp(-(B5*X1+B6*1))<\/p>\n\n\n\n<p>A1= -2.14 B1= -1.84 B2= 0.30<br>A2= -1.01 B3= 0.04 B4= 0.31<br>A3= 2.11 B5= -1.87 B6= 1.57<br><br>\u3068\u3059\u308c\u3070\u3001\u7cbe\u5ea6\u9ad8\u304f\u4e88\u6e2c\u53ef\u80fd\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u6642\u306e\u8aac\u660e\u3067\u306f\u3001\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3092\u9078\u629e\u3059\u308b\u304b\u3001\u4ed6\u306e\u95a2\u6570\u3092\u9078\u629e\u3059\u308b\u304b\u306f\u81ea\u7531\u3060\u3068\u8ff0\u3079\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001<br>f(y)=A1*(1\/X1)<br>\u3000\u3000+A2*log(X1)<br>\u3000\u3000+A3*(X^2 )<br>\u3000\u3000+A4*(sqrt(X1))<br><br>\u3068\u3057\u305f\u6642\u306e\u3001A1-A4\u3092\u6c42\u3081\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage017.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u3053\u306e\u4fc2\u6570\u3092\u6c42\u3081\u308b\u306e\u306f\u975e\u5e38\u306b\u7c21\u5358\u3067\u3001\u666e\u901a\u306e\u91cd\u56de\u5e30\u8a08\u7b97\u3092\u4f7f\u3048\u3070\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e0a\u8a18\u30c7\u30fc\u30bf\u304b\u3089\u3001\u91cd\u56de\u5e30\u8a08\u7b97\u3092\u884c\u3048\u3070\u3001\u91cd\u56de\u5e30\u4fc2\u6570\u304c\u6c42\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage018.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u53b3\u5bc6\u306aSin\u8a08\u7b97\u5024\u306b\u5bfe\u3057\u3066\u3001\u91cd\u56de\u5e30\u8a08\u7b97\u7d50\u679c\u306f\u307b\u307c\u5b8c\u5168\u306b\u91cd\u306a\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u5165\u529b\u5024\u3092\u5de5\u592b\u3059\u308c\u3070\u3001\u975e\u7dda\u5f62\u306e\u66f2\u7dda\u3067\u3042\u3063\u3066\u3082\u91cd\u56de\u5e30\u306e\u5f62\u3067\u8868\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>A1-A4\u3001\u5b9a\u6570\u304c\u5e7e\u3064\u306b\u306a\u3063\u305f\u304b\u63a7\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\uff08\u305f\u3060\u3057\u3001X1=0.0\u306e\u6642\u306b\u306f\u30011\/X1\u304c\u30a8\u30e9\u30fc\u3068\u306a\u308b\u306e\u3067X1=0.0\u306f\u8a08\u7b97\u3067\u304d\u307e\u305b\u3093\u3002\uff09<br>\u3053\u306e\u3088\u3046\u306b\u3001\u904e\u5b66\u7fd2\u3084\u4e88\u6e2c\u6027\u306e\u6b20\u5982\u306e\u554f\u984c\u3092\u62b1\u3048\u306a\u304c\u3089\u3001\u7121\u7406\u3084\u308a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u3092\u4f7f\u3046\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u304b\u3068\u3044\u3063\u3066\u3001\u7121\u7406\u3084\u308a1\/X\u3060\u306elog(X)\u306a\u3069\u306e\u975e\u7dda\u5f62\u95a2\u6570\u3092\u4f7f\u3046\u5fc5\u8981\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u3042\u308b\u6e29\u5ea6\u3067\u306e\u84b8\u6c17\u5727\u3092\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u5f0f\u3068\u3057\u3066\u3001Antoine\u5f0f\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<br>log P(mmHg) = A \u2013 B\/(T\u2103 +C)<br>A, B, C\u306f\u5316\u5408\u7269\u7279\u6709\u306e\u5b9a\u6570\u3068\u3057\u3066\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3001Antoine\u5b9a\u6570\u306b\u306f\u7269\u7406\u5316\u5b66\u7684\u306a\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u3002<br>\u4f8b\u3048\u3070\u3000Antoine B\u306f\u5316\u5408\u7269\u306e\u84b8\u767a\u6f5c\u71b1\u3068\u76f8\u95a2\u304c\u3042\u308a\u307e\u3059\u3002<br>Antoine C\u306f\u6cb8\u70b9\u3068\u76f8\u95a2\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u3053\u308d\u304c\u3001\u6700\u8fd1\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u84b8\u6c17\u5727\u5f0f\u306f\u3001<br>log P = A + B\/T +C|<em>log10T + D|<\/em>T + E|*T^2<br>\u306a\u3069\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5834\u5408\u306eA-E\u306f\u5358\u306a\u308b\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u30fb\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3042\u3063\u3066\u7269\u7406\u5316\u5b66\u7684\u610f\u5473\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001Antoine A, B, C\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u7d20\u6750\u3092\u8a2d\u8a08\u3059\u308b\u969b\u306b\u975e\u5e38\u306b\u6709\u7528\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u3057\u3066\u91cd\u7528\u3055\u308c\u307e\u3059\u3002<br>\u307e\u305f\u3001\u4f55\u6545\u3001\u3042\u308b\u5316\u5408\u7269\u3067\u306fAntoine\u5f0f\u3067\u306f\u4e0d\u5341\u5206\u306a\u306e\u304b\uff1f\u3000\u3092\u8003\u3048\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u305d\u306e\u5316\u5408\u7269\u7279\u6709\u306e\u5206\u5b50\u9593\u529b\u3092\u5b9a\u91cf\u7684\u306b\u898b\u7a4d\u3082\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8ab2\u984c<\/h4>\n\n\n\n<p>\u8d85\u81e8\u754c\u70ad\u9178\u30ac\u30b9\u306e\u5bc6\u5ea6\u306f\u3001\u6e29\u5ea6\u5727\u529b\u306b\u3088\u3063\u3066\u6025\u6fc0\u306b\u5909\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.pirika.com\/Education\/JP\/MAGICIAN\/Examples\/images\/6aimage019.jpg\" alt=\"t\"\/><\/figure>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u5bc6\u5ea6\u304c0.18\u304b\u30890.5\u306e\u9593\u306b\u306f\u3044\u308b\u9818\u57df\u306f\u3001Miracle Density\u3068\u547c\u3070\u308c\u3001\u5316\u5b66\u53cd\u5fdc\u304c\u7279\u7570\u7684\u306b\u4fc3\u9032\u3055\u308c\u308b\u5bc6\u5ea6\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6e29\u5ea6\u3068\u5727\u529b\u306f\u8a08\u5668\u306e\u6e2c\u5b9a\u5024\u3068\u3057\u3066\u308f\u304b\u308b\u3068\u3057\u3066\u3001\u3042\u308b\u6e29\u5ea6\u3001\u5727\u529b\u306e\u6642\u306e\u5bc6\u5ea6\u306e\u4e88\u6e2c\u5024\u3092\u6c42\u3081\u308b\u5f0f\u3092\u4f5c\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u30c7\u30fc\u30bf\u30fc\u70b9\u3092\u30c7\u30b8\u30bf\u30a4\u30b6\u30fc\u3067\u53d6\u308a\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6cd5\u3067\u8a08\u7b97\u3059\u308c\u3070\u3001\u3059\u3050\u306b\u53ce\u675f\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001Sin\u30ab\u30fc\u30d6\u306e\u6642\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u5165\u529b\u5024\u3092\u5de5\u592b\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u91cd\u56de\u5e30\u6cd5\u3067\u4e88\u6e2c\u3059\u308b\u5f0f\u3092\u4f5c\u6210\u3057\u63d0\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u96d1\u611f<\/h4>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u3088\u304f\u5408\u3046\u3082\u306e\u306b\u3064\u3044\u3066\u306f\u3001\u5168\u304f\u9762\u767d\u304f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u3042\u3068\u306fAi\u306b\u3067\u3082\u4efb\u305b\u308c\u3070\u826f\u3044\u3068\u601d\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3042\u308b\u7406\u8ad6\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u305f\u306e\u306b\u5408\u308f\u306a\u3044\u3082\u306e\u306b\u3053\u305d\u3001\u7814\u7a76\u3059\u308b\u4fa1\u5024\u306e\u3042\u308b\u672a\u77e5\u306e\u4f55\u304b\u304c\u96a0\u3055\u308c\u3066\u3044\u308b\u3068\u4fe1\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5148\u65e5\u65b0\u805e\u3092\u8aad\u3093\u3067\u3044\u305f\u3089\u4f3c\u305f\u3088\u3046\u306a\u3053\u3068\u304c\u66f8\u3044\u3066\u3042\u308a\u307e\u3057\u305f\u3002<br>\u300c\u8ad6\u7406\u7684\u306b\u8003\u3048\u308b\u3088\u3046\u306b\u300d\u3068\u3044\u3046\u8a00\u8449\u306f\u3088\u304f\u805e\u304f\u3002\u305d\u308c\u306f\u9593\u9055\u3044\u3067\u3001\u8ad6\u7406\u3067\u306f\u89e3\u304d\u660e\u304b\u305b\u306a\u3044\u304b\u3089\u8003\u3048\u308b\u306e\u3060\u3068\u3002<\/p>\n\n\n\n<p>\u8003\u3048\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u300c\u4eca\u306e\u8ad6\u7406\u300d\u3067\u306f\u8aac\u660e\u3067\u304d\u306a\u3044\u73fe\u8c61\u306b\u5bfe\u3057\u3066\u300c\u65b0\u305f\u306a\u8ad6\u7406\u300d\u3092\u7d44\u307f\u4e0a\u3052\u308b\u306e\u304c\u77e5\u7684\u751f\u7523\u306a\u306e\u3060\u3068\u3002<\/p>\n\n\n\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u4e2d\u304c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3067\u3001\u4f55\u6545\u3060\u304b\u308f\u304b\u3089\u306a\u3044\u304c\u5408\u3063\u3066\u3057\u307e\u3046\u306e\u3067\u3001\u6c17\u4ed8\u304d\u304c\u306a\u304f\u306a\u308a\u304c\u3061\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6c17\u3092\u3064\u3051\u306a\u3044\u3068\u3001\u4e2d\u8eab\u306e\u306a\u3044\u8584\u3063\u307a\u3089\u306a\u7814\u7a76\u8005\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<br>\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3092\u5de5\u592b\u3059\u308b\u304b\u3001\u5165\u529b\u3092\u5de5\u592b\u3059\u308b\u304b\u3057\u3066\u3001\u5316\u5b66\u306e\u77e5\u8b58\u3092\u7dcf\u52d5\u54e1\u3057\u3066\u3001\u304b\u3064\u3001AI\u306b\u30a2\u30b7\u30b9\u30c8\u3057\u3066\u3082\u3089\u3044\u3001\u4f55\u6545\u3001VDC-MA\u306eTg\u304c\u4e0a\u306b\u51f8\u306b\u306a\u308b\u304b\u3092\u7406\u89e3\u3057\u306a\u3051\u308c\u3070\u3001\u6b21\u306b\u3069\u3093\u306a\u30e2\u30ce\u30de\u30fc\u3092\u4f7f\u3063\u305f\u3089\u826f\u3044\u304b\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u304b\u3068\u3044\u3063\u3066\u3001\u7121\u8996\u3067\u304d\u308b\u6280\u8853\u304b\u3068\u3044\u3048\u3070\u3001\u305d\u3093\u306a\u7518\u3044\u3082\u306e\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5316\u5b66\u306e\u5730\u529b\u3082\u6301\u3063\u3066\u3044\u308b\u8005\u304cAI\u30a2\u30b7\u30b9\u30c8\u3092\u53d7\u3051\u3066\u3001\u6c17\u3065\u304d\u3092\u5f97\u3089\u308c\u308b\u306a\u3089\u9b3c\u306b\u91d1\u68d2\u306a\u306e\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u308c\u307e\u3067\u306f\uff0c\u5b9f\u9a13\u79d1\u5b66\u8005\u3068\u3088\u304f\u76f8\u8ac7\u3057\u306a\u304c\u3089\u5354\u696d\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<h3 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