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#87cefa;\">\u30c7\u30fc\u30bf\u306f\u591a\u3051\u308c\u3070\u591a\u3044\u307b\u3069\u3001\u6027\u80fd\u306e\u826f\u3044\u5206\u985e\u5668\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/strong><br>\uff08\u3082\u3061\u308d\u3093\u30c7\u30fc\u30bf\u304c\u9593\u9055\u3048\u3066\u3044\u305f\u3089\u30c0\u30e1\u3067\u3059\u3057\u3001\u540c\u3058\u30c7\u30fc\u30bf\u3092\u5897\u3084\u3057\u3066\u3082\u610f\u5473\u306f\u3042\u308a\u307e\u305b\u3093\u3002\uff09<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u4eca\u56de\u306f\u4f8b\u3068\u3057\u3066\u3001<strong><span style=\"background-color: #87cefa;\">\u3042\u308b\u6587\u7ae0\u304c\u300c\u6599\u7406\u306b\u95a2\u3059\u308b\u3082\u306e\u304b\u3001\u30b9\u30dd\u30fc\u30c4\u306b\u95a2\u3059\u308b\u3082\u306e\u304b\u300d\u3092\u5224\u5b9a\u3059\u308b\u5206\u985e\u5668<\/span><\/strong>\u3092\u8003\u3048\u3066\u307f\u307e\u3059\u3002<br>\u5206\u985e\u5668\u3092\u4f5c\u3063\u305f\u3089\u3001\u672a\u77e5\u306e\u6587\u7ae0\u304c\u6599\u7406\u95a2\u9023\u304b\u30b9\u30dd\u30fc\u30c4\u95a2\u9023\u3092\u5224\u5b9a\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4eca\u3001\u624b\u5143\u306b\u4ee5\u4e0b\u306e\u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u300d\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"concept-box5\">\n<ul>\n<li><strong>\u6599\u7406\u30ab\u30c6\u30b4\u30ea<\/strong>\n<ul>\n<li>\u300c\u79c1\u306f\u30e9\u30fc\u30e1\u30f3\u3092\u98df\u3079\u308b\u306e\u304c\u597d\u304d\u3060\u300d<\/li>\n<li>\u300c\u663c\u4f11\u307f\u306b\u30ab\u30ec\u30fc\u3092\u98df\u3079\u305f\u300d<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u30b9\u30dd\u30fc\u30c4\u30ab\u30c6\u30b4\u30ea<\/strong>\n<ul>\n<li>\u300c\u79c1\u306f\u30b5\u30c3\u30ab\u30fc\u304c\u597d\u304d\u3060\u300d<\/li>\n<li>\u300c\u6628\u65e5\u3001\u30c6\u30cb\u30b9\u3092\u3057\u305f\u300d<\/li>\n<li>\u300c\u5922\u306f\u91ce\u7403\u9078\u624b\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u300d<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u3092\u5143\u306b\u5206\u985e\u5668\u3092\u4f5c\u308a\u3001<br><strong>\u300c\u79c1\u306f\u6628\u65e5\u304a\u5bff\u53f8\u3092\u98df\u3079\u307e\u3057\u305f\u3002\u300d<\/strong><br>\u30fb\u30fb\u30fb\u3068\u3044\u3046\u6587\u7ae0\u304c\u6599\u7406\u95a2\u9023\u306a\u306e\u304b\u3001\u30b9\u30dd\u30fc\u30c4\u95a2\u9023\u306a\u306e\u304b\u3092\u63a8\u5b9a\u3059\u308b\u307e\u3067\u306e\u624b\u7d9a\u304d\u3092\u8ffd\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ca\u30a4\u30fc\u30d6\u30d9\u30a4\u30ba\u5206\u985e\u5668\u306e\u4ed5\u7d44\u307f<\/h2>\n\n\n\n<p>\u3055\u3066\u3001\u4eca\u56de\u77e5\u308a\u305f\u3044\u306e\u306f\u3001<strong>\u300c\u8abf\u3079\u305f\u3044\u6587\u7ae0\u304c&#8221;\u6599\u7406&#8221;\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u53ef\u80fd\u6027\u300d<\/strong>\u3068<strong>\u300c\u8abf\u3079\u305f\u3044\u6587\u7ae0\u304c&#8221;\u30b9\u30dd\u30fc\u30c4&#8221;\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u53ef\u80fd\u6027\u300d<\/strong>\u3067\u3059\u3002<br>\u3053\u306e2\u3064\u3092\u6570\u5024\u5316\u3055\u3048\u3067\u304d\u308c\u3070\u3001\u3042\u3068\u306f\u6570\u5024\u306e\u5927\u5c0f\u95a2\u4fc2\u3092\u6bd4\u8f03\u3059\u308b\u3060\u3051\u3067\u3059\u3002<br>\u3053\u306e\u6570\u5024\u5316\u306e\u305f\u3081\u306b\u306f<strong>\u300c\u30d9\u30a4\u30ba\u306e\u5b9a\u7406\u300d<\/strong>\u3068\u3044\u3046\u5b9a\u7406\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u30d9\u30a4\u30ba\u300d\u3068\u3044\u3046\u3068\u96e3\u3057\u305d\u3046\u30fb\u30fb\u30fb\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u304c\u3042\u308b\u6c17\u304c\u3057\u307e\u3059\u304c\u3001\u305d\u3053\u307e\u3067\u96e3\u3057\u304f\u8003\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u4f55\u306a\u3089<strong>\u300c\u516c\u5f0f\u3060\uff01\u300d<\/strong>\u3068\u5272\u308a\u5207\u3063\u3066\u3057\u307e\u3063\u3066\u3082\u3068\u308a\u3042\u3048\u305a\u306f\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u307e\u305a\u306f\u30d9\u30a4\u30ba\u306e\u5b9a\u7406\u306e\u516c\u5f0f\u304b\u3089\u3002<br><\/p>\n\n\n\n<div class=\"concept-box1\">\n<p>\\(P(X)\\)\u3092\u300cX\u304c\u767a\u751f\u3059\u308b\u78ba\u7387\u300d<br>\\(P(X|Y)\\)\u3092\u300cY\u304c\u767a\u751f\u3057\u305f\u4e0a\u3067X\u304c\u767a\u751f\u3059\u308b\u78ba\u7387\u300d<br>\u3068\u3057\u305f\u6642\u306b\u3001<br>\\[P(A|B) = \\frac{P(A) P(B|A)} {P(B)}\\]<br>\u304c\u6210\u7acb\u3059\u308b\u3002<\/p>\n<\/div>\n\n\n\n<p>\u30fb\u30fb\u30fb\u6570\u5f0f\u3067\u66f8\u304f\u3068\u306a\u3093\u3060\u304b\u3084\u3084\u3053\u3057\u3044\u306e\u3067\u3059\u304c\u3001\u3053\u306e\u5f0f\u306b\u304a\u3051\u308b\u300cA\u300d\u3092\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u300d\u3001\u300cB\u300d\u3092\u300c\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u300d\u3068\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br>\u3059\u308b\u3068\u3001<\/p>\n\n\n\n<p>\\(P(A)\\)\u30fb\u30fb\u30fb\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u78ba\u7387<br>\\(P(B)\\)\u30fb\u30fb\u30fb\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u78ba\u7387<br>\\(P(A|B)\\)\u30fb\u30fb\u30fb\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u6642\u3001\u305d\u308c\u304c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u78ba\u7387<br>\\(P(B|A)\\)\u30fb\u30fb\u30fb\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u6642\u3001\u305d\u308c\u304c\u691c\u7d22\u6587\u7ae0\u3067\u3042\u308b\u78ba\u7387<\/p>\n\n\n\n<p>\u3068\u306a\u308a\u307e\u3059\u3002<strong><span style=\"background-color: #87cefa;\">\u5de6\u8fba\u306e\\(P(A|B)\\)\u304c\u6b63\u306b\u4eca\u77e5\u308a\u305f\u3044\u5024<\/span><\/strong>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\u3064\u307e\u308a<strong><span style=\"background-color: #87cefa;\">\u53f3\u8fba\u306e\\(P(A)\\)\u3001\\(P(B)\\)\u3001\\(P(B|A)\\)\u304c\u8a08\u7b97\u3067\u304d\u308c\u3070\u3001\u81ea\u305a\u3068\u300c\u8abf\u3079\u305f\u3044\u6587\u7ae0\u304c&#8221;\u6599\u7406&#8221;\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u53ef\u80fd\u6027\u300d\u304c\u5206\u304b\u308b<\/span><\/strong>\u3001\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<br>\u305d\u308c\u3067\u306f\u3001\u53f3\u8fba\u306e\u8a08\u7b97\u5f0f\u3092\u9806\u756a\u306b\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\\(P(A)\\)\u2026\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u78ba\u7387<\/h3>\n\n\n\n<p>\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u78ba\u7387\u300d\u3068\u306f\u3001\u5358\u7d14\u306b<strong><span style=\"background-color: #87cefa;\">\u300c\u5168\u90e8\u306e\u6587\u7ae0\u306e\u3046\u3061\u3001\u5e7e\u3064\u304c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u306e\u3082\u306e\u304b\u300d<\/span><\/strong>\u3068\u3044\u3046\u4e8b\u3067\u3059\u3002<br>\u5168\u6587\u7ae0\u304c5\u3064\u3002\u305d\u306e\u3046\u3061\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u6587\u7ae0\u306f2\u3064\u306a\u306e\u3067\u3001\u3053\u306e\u5024\u306f\\(2\/5\\)\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u540c\u69d8\u306b\u3001\u30b9\u30dd\u30fc\u30c4\u30ab\u30c6\u30b4\u30ea\u306b\u3064\u3044\u3066\u8abf\u3079\u305f\u3044\u306a\u3089\u3053\u306e\u5024\u306f\\(3\/5\\)\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\\(P(B)\\)\u2026\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u78ba\u7387<\/h3>\n\n\n\n<p>\u300c\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u78ba\u7387\u300d\u3067\u3059\u304c\u3001\u3053\u308c\u306f\u5165\u529b\u3055\u308c\u305f\u6587\u7ae0\u304c\u3042\u308b\u304b\u3089\u3053\u305d\u8a08\u7b97\u3057\u3066\u3044\u308b\u8a33\u3067\u3059\u306e\u3067\u3001\u5e38\u306b\u300c1\u300d\u3067\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<br><strong><span style=\"background-color: 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style=\"background-color: #87cefa;\">\u3053\u308c\u3089\u306e\u4e8b\u8c61\u306f\u3059\u3079\u3066\u72ec\u7acb<\/span><\/strong>\uff08\u540c\u6642\u306b\u767a\u751f\u3059\u308b\u3053\u3068\u306f\u7121\u3044\uff09\u3067\u3059\u306e\u3067\u3001\u5358\u7d14\u306b\u639b\u3051\u7b97\u3057\u3066\u3044\u3051\u3070\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3092\u69cb\u6210\u3059\u308b\u8a9e\u53e5\u304c\u3001\u691c\u7d22\u6587\u7ae0\u306e\u8a9e\u53e5\u3067\u3042\u308b\u78ba\u7387\u300d\u304c\u8a08\u7b97\u3067\u304d\u305d\u3046\u3067\u3059\u3002<br>\u4eca\u56de\u306e\u5834\u5408\u3001\\(1\/7 \\times 0 \\times 0 \\times 2\/7\\)\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u30fb\u30fb\u3057\u304b\u3057\u3001\u3053\u308c\u3092\u639b\u3051\u7b97\u3059\u308b\u3068\u30bc\u30ed\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u3088\u3046\u3067\u3059\u3002<br>\u305d\u3046\u3001<strong><span style=\"background-color: 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style=\"background-color: 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\\times 0 \\times 0 \\times 2\/7\\)\u3068\u3044\u3046\u8a08\u7b97\u304c\u3001\\(2\/22 \\times 1\/22 \\times 1\/22 \\times 3\/22\\)\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5bfe\u7b56\u306f<strong>\u300c\u52a0\u91cd\u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u300d<\/strong>\u3068\u547c\u3070\u308c\u3001\u30ca\u30a4\u30fc\u30d6\u30d9\u30a4\u30ba\u5206\u985e\u5668\u306b\u306f\u4e00\u822c\u7684\u306b\u3053\u306e\u51e6\u7406\u3082\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u5206\u6bcd\u3068\u5206\u5b50\u306b\u8db3\u3059\u6570\u5024\u306b\u306f\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3088\u3063\u307d\u3069\u306e\u4e8b\u304c\u7121\u3051\u308c\u3070\u3053\u3053\u306b\u793a\u3057\u305f\u5024\u3067\u554f\u984c\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u5206\u6bcd\u3068\u5206\u5b50\u306b\u52dd\u624b\u306a\u5024\u3092\u8db3\u3057\u3066\u3044\u308b\u306e\u3067\u3001<strong><span style=\"background-color: 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class=\"simple-box4\">\n<p>\u300c\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u6642\u3001\u305d\u308c\u304c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d=<br>\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u78ba\u7387\u300d\u00d7<br>\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3092\u69cb\u6210\u3059\u308b\u8a9e\u53e5\u304c\u300e\u79c1\u300f\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d\u00d7<br>\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3092\u69cb\u6210\u3059\u308b\u8a9e\u53e5\u304c\u300e\u6628\u65e5\u300f\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d\u00d7<br>\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3092\u69cb\u6210\u3059\u308b\u8a9e\u53e5\u304c\u300e\u304a\u5bff\u53f8\u300f\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d\u00d7<br>\u300c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3092\u69cb\u6210\u3059\u308b\u8a9e\u53e5\u304c\u300e\u98df\u3079\u308b\u300f\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d<\/p>\n<\/div>\n\n\n\n<p>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3059\u308b\u3068\u3001\u300c\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u6642\u3001\u305d\u308c\u304c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d=\\(2\/5 \\times 2\/22 \\times 1\/22 \\times 1\/22 \\times 3\/22\\)\u3067\u3059\u3002\u3053\u308c\u306f<strong>\u7d040.0000102<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u540c\u69d8\u306b\u300c\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u6642\u3001\u305d\u308c\u304c\u30b9\u30dd\u30fc\u30c4\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d\u3082\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<br>\u30b9\u30dd\u30fc\u30c4\u30ab\u30c6\u30b4\u30ea\u306b\u51fa\u3066\u304f\u308b\u5358\u8a9e\u6570\u306f\u300c\u79c1\u300d\u300c\u30b5\u30c3\u30ab\u30fc\u300d\u300c\u597d\u304d\u300d\u300c\u6628\u65e5\u300d\u300c\u30c6\u30cb\u30b9\u300d\u300c\u3059\u308b\u300d\u300c\u5922\u300d\u300c\u91ce\u7403\u300d\u300c\u9078\u624b\u300d\u300c\u306a\u308b\u300d\u300c\u3053\u3068\u300d\u306e11\u8a9e\u3067\u3001\u52a0\u91cd\u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u3092\u8003\u616e\u3059\u308b\u3068\u5206\u6bcd\u306f26\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3059\u308b\u3068\u3001\u300c\u6587\u7ae0\u304c\u5165\u529b\u3055\u308c\u305f\u6642\u3001\u305d\u308c\u304c\u30b9\u30dd\u30fc\u30c4\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u53ef\u80fd\u6027\u300d=\\(3\/5 \\times 2\/26 \\times 2\/26 \\times 1\/26 \\times 1\/26\\)\u3067\u3059\u3002\u3053\u308c\u306f<strong>\u7d040.0000053<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3042\u3068\u306f<strong><span style=\"background-color: #87cefa;\">\u3053\u306e\u5024\u304c\u5927\u304d\u3044\u3082\u306e\u3092\u9078\u3076\u3060\u3051<\/span><\/strong>\u3067\u3059\u3002<br>\u4eca\u56de\u306e\u5834\u5408\u306f\u3001\u7121\u4e8b\u306b<strong><span style=\"background-color: #87cefa;\">\u5165\u529b\u3055\u308c\u305f\u6587\u7ae0\u300c\u79c1\u306f\u6628\u65e5\u304a\u5bff\u53f8\u3092\u98df\u3079\u307e\u3057\u305f\u3002\u300d\u304c\u6599\u7406\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u3068\u5224\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/span><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a08\u7b97\u5f0f\u306e\u88dc\u6b63\uff08\u30a2\u30f3\u30c0\u30fc\u30d5\u30ed\u30fc\u5bfe\u7b56\uff09<\/h2>\n\n\n\n<p>\u3055\u3066\u3001\u3053\u308c\u3067\u7121\u4e8b\u306b\u8a08\u7b97\u3067\u304d\u307e\u3057\u305f\u304c\u3001\u5b9f\u306f\u307e\u3060\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002<br>\u7d50\u679c\u3068\u3057\u3066\u51fa\u3066\u304d\u305f\u6570\u5024\u304c\u3068\u3066\u3082\u5c0f\u3055\u3044\u5024\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u306b\u304a\u6c17\u3065\u304d\u3067\u3057\u3087\u3046\u304b\u3002<br><strong><span style=\"background-color: #87cefa;\">1\u4ee5\u4e0b\u306e\u5024\u3092\u3069\u3093\u3069\u3093\u639b\u3051\u7b97\u3057\u3066\u3044\u304f\u306e\u3067\u3001\u7d50\u679c\u306f\u304b\u306a\u308a\u5c0f\u3055\u306a\u5024\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/span><\/strong><\/p>\n\n\n\n<p>\u4eca\u56de\u306e\u300c\u79c1\u306f\u6628\u65e5\u304a\u5bff\u53f8\u3092\u98df\u3079\u307e\u3057\u305f\u3002\u300d\u3068\u3044\u3046\u3088\u3046\u306a4\u8a9e\u3057\u304b\u306a\u3044\u77ed\u3044\u6587\u7ae0\u3067\u30820.0000&#8230;\u3068\u3044\u3046\u5024\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u304f\u3089\u3044\u306a\u306e\u3067\u3001\u66f4\u306b\u9577\u3044\u6587\u7ae0\u3060\u30680.00000000000&#8230;\u3068\u3044\u3046\u9014\u8f4d\u3082\u306a\u304f\u5c0f\u3055\u306a\u5024\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u60f3\u50cf\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u5834\u5408\u3001\u51e6\u7406\u3067\u304d\u308b\u6841\u6570\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002<br>\u3042\u307e\u308a\u306b\u5de8\u5927\u306a\u6570\u5024\u3084\u3042\u307e\u308a\u306b\u5fae\u5c0f\u306a\u6570\u5024\u306f\u6271\u3046\u4e8b\u304c\u3067\u304d\u307e\u305b\u3093\u3002<br>\u5024\u304c\u5927\u304d\u3059\u304e\u3066\u51e6\u7406\u3067\u304d\u306a\u304f\u306a\u308b\u554f\u984c\u3092<strong>\u300c\u30aa\u30fc\u30d0\u30fc\u30d5\u30ed\u30fc\u300d<\/strong>\u3001\u5c0f\u3055\u3059\u304e\u3066\u51e6\u7406\u3067\u304d\u306a\u304f\u306a\u308b\u554f\u984c\u3092<strong>\u300c\u30a2\u30f3\u30c0\u30fc\u30d5\u30ed\u30fc\u300d<\/strong>\u3068\u8a00\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u6570\u5024\u304c\u5c0f\u3055\u304f\u306a\u308a\u3059\u304e\u306a\u3044\u305f\u3081\u306b\u3001<strong><span style=\"background-color: #87cefa;\">\u3059\u3079\u3066\u5bfe\u6570\u3092\u53d6\u3063\u305f\u5024\u3092\u7528\u3044\u307e\u3059\u3002<\/span><\/strong><br>log\u3092\u53d6\u308c\u3070\u3001\u6570\u5024\u306e\u5927\u5c0f\u95a2\u4fc2\u3092\u5909\u3048\u308b\u4e8b\u306a\u304f\u3001\u5fae\u5c0f\u306a\u5024\u3092\u307b\u3069\u307b\u3069\u306e\u5927\u304d\u3055\u6570\u5024\u3067\u8868\u73fe\u3059\u308b\u4e8b\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5148\u307b\u3069\u306e\u4f8b\u3067\u8a00\u3048\u3070<strong><span style=\"background-color: #87cefa;\">\u7d040.0000123\u306f\u7d04-11.5\u3002\u7d040.0000082\u306f\u7d04-12.2<\/span><\/strong>\u306b\u306a\u308a\u307e\u3059\u3002<br>\uff08log\u306e\u5e95\u306f\u4f55\u3067\u3082\u826f\u3044\u306e\u3067\u3059\u304c\u3001\u4eca\u56de\u306fe\u3092\u7528\u3044\u307e\u3057\u305f\u3002\uff09<\/p>\n\n\n\n<p>\u5165\u529b\u3055\u308c\u308b\u6587\u7ae0\u304c\u5fc5\u305a\u77ed\u3044\u3068\u3044\u3046\u4fdd\u8a3c\u306f\u3042\u308a\u307e\u305b\u3093\u3057\u3001\u4f7f\u3046\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u6027\u80fd\u306b\u3088\u3063\u3066\u6271\u3048\u308b\u6841\u6570\u3082\u5909\u308f\u3063\u3066\u304d\u307e\u3059\u306e\u3067\u3001\u3053\u306e\u5bfe\u7b56\u306f\u3057\u3066\u304a\u3044\u305f\u65b9\u304c\u5b89\u5168\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u3055\u3066\u3001\u4ee5\u4e0a\u306e\u4e8b\u3092\u6570\u5f0f\u3067\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"concept-box1\">\n<p>\\(P(cat)\\)&#8230;\u5165\u529b\u6587\u7ae0\u304c\u25cb\u25cb\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u53ef\u80fd\u6027<br>\\(w_1,w_2,&#8230;w_n\\)&#8230;\u5165\u529b\u6587\u7ae0\u306e\u69cb\u6210\u8a9e\u53e5<br>\\(r_{cat}\\)&#8230;\u5168\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u3046\u3061\u25cb\u25cb\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u30c7\u30fc\u30bf\u306e\u5272\u5408<br>\\(N_w\\)&#8230;\u25cb\u25cb\u30ab\u30c6\u30b4\u30ea\u306e\u4e2d\u306b\u51fa\u73fe\u3059\u308b\u3001\u3042\u308b\u8a9e\u53e5\\(w\\)\u306e\u6570<br>\\(N_{cat}\\)&#8230;\u25cb\u25cb\u30ab\u30c6\u30b4\u30ea\u306e\u4e2d\u306b\u51fa\u73fe\u3059\u308b\u3001\u3059\u3079\u3066\u306e\u8a9e\u53e5\u306e\u6570<br>\\(N_{all}\\)&#8230;\u5168\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u51fa\u73fe\u3059\u308b\u91cd\u8907\u3092\u9664\u3044\u305f\u5168\u8a9e\u53e5\u306e\u6570<\/p>\n<p>\u3068\u3059\u308b\u3068\u3001<br>\\[P(cat) = \\log{r_{cat}} + \\sum_{k=1}^{n} \\log \\frac{N_{w_k} + 1} {N_{cat} + N_{all}}\\]<br>\u3068\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n<\/div>\n\n\n\n<p>\u30ab\u30c6\u30b4\u30ea\u306e\u6570\u306e\u5206\u3060\u3051\u4e0a\u306e\u5f0f\u3092\u7528\u3044\u3066\\(P(cat)\\)\u3092\u6c42\u3081\u308c\u3070\u3001<strong>\u4eca\u5165\u529b\u3057\u305f\u6587\u7ae0\u304c\u3007\u3007\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u53ef\u80fd\u6027<\/strong>\u304c\u6570\u5024\u3068\u3057\u3066\u51fa\u3066\u304f\u308b\u8a33\u3067\u3059\u3002<br><strong><span style=\"background-color: 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