{"id":8665,"date":"2023-01-06T07:57:06","date_gmt":"2023-01-06T07:57:06","guid":{"rendered":""},"modified":"2025-11-06T10:24:14","modified_gmt":"2025-11-06T10:24:14","slug":"machine-learning-and-intelligent-forecasting-beyond-black-box","status":"publish","type":"post","link":"https:\/\/www.evaluate.com\/ja\/blog\/machine-learning-and-intelligent-forecasting-beyond-black-box\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u3068\u77e5\u7684\u4e88\u6e2c\uff1a\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092\u8d85\u3048\u308b"},"content":{"rendered":"<h2><strong>\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9 \u7121\u6570\u306e\u30de\u30b8\u30c3\u30af\u304c\u5b58\u5728\u3059\u308b\u4e0d\u601d\u8b70\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3002 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src=\"https:\/\/www.evaluate.com\/wp-content\/uploads\/2024\/12\/machine-learning-and-intelligent-forecasting-beyond-the-black-box-scaled.jpg\" alt=\"Machine Learning Box\" width=\"991\" height=\"366\" \/><\/p>\n<p>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4e88\u6e2c\u3068\u3044\u3046\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u84cb\u3092\u5916\u3057\u3066\u3001\u305d\u306e\u4e2d\u8eab\u3092\u8abf\u3079\u3066\u307f\u305f\u3089\u3069\u3046\u3060\u308d\u3046\uff1f <a href=\"https:\/\/www.evaluate.com\/ja\/blog\/%e3%82%a4%e3%83%b3%e3%83%86%e3%83%aa%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e4%ba%88%e6%b8%ac%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f\/\" rel=\"noopener\">\u524d\u56de\u306e\u30d6\u30ed\u30b0<\/a>\u8a18\u4e8b\u3067\u306f\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u4e88\u6e2c\u3068\u306f\u4f55\u304b\u3001\u305d\u3057\u3066\u5f93\u6765\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u305f\u5834\u5408\u306e\u5229\u70b9\u306b\u3064\u3044\u3066\u304a\u8a71\u3057\u307e\u3057\u305f\u3002 \u3053\u3053\u3067\u306f\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u304a\u3051\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4e88\u6e2c\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u3092\u8997\u3044\u3066\u307f\u3088\u3046\u3002 \u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092\u3082\u3046\u5c11\u3057\u8abf\u3079\u305f\u3044\u65b9\u306f\u3001\u5f53\u793e\u306e\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u306b\u8a73\u7d30\u304c\u3042\u308a\u307e\u3059\uff1a<a href=\"https:\/\/www.evaluate.com\/thought-leadership\/intelligent-forecasting-for-pharmaceutical-rd\/\" rel=\"noopener\">\u533b\u85ac\u54c1\u7814\u7a76\u958b\u767a\u306e\u305f\u3081\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u4e88\u6e2c<\/a>\u3002<\/p>\n<p>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4e88\u6e2c\u3092\u69cb\u6210\u8981\u7d20\u306b\u5206\u89e3\u3059\u308c\u3070\u3001\u6226\u7565\u7684\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u6b63\u78ba\u3067\u5305\u62ec\u7684\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u751f\u307f\u51fa\u3059\u900f\u660e\u6027\u306e\u9ad8\u3044\u65b9\u6cd5\u8ad6\u3068\u306a\u308b\u3002<\/p>\n<p>\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u306f\u3001\u4e88\u6e2c\u3078\u306e\u67d4\u8edf\u3067\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u76f8\u307e\u3063\u3066\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u6700\u65b0\u306e\u3082\u306e\u3067\u3042\u308a\u3001\u88fd\u85ac\u4f1a\u793e\u306e\u73fe\u5728\u306e\u6226\u7565\u7684\u65b9\u5411\u6027\uff08\u4f8b\u3048\u3070\u3001\u5c02\u9580\u533b\u7642\u3001\u591a\u52b9\u80fd\u88fd\u54c1\u3001\u8907\u96d1\u306a\u30e2\u30c0\u30ea\u30c6\u30a3\u3001\u7cbe\u5bc6\u533b\u7642\uff09\u306b\u95a2\u9023\u3057\u305f\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002<br \/>\n\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4e88\u6e2c\u306f\u3001\u4e00\u9023\u306e\u30ea\u30f3\u30af\u3057\u305f\u30d7\u30ed\u30bb\u30b9\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<ol>\n<li><strong>\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u60c5\u5831\u6e90\u304b\u3089\u57fa\u790e\u7684\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u53ce\u96c6\uff1a<\/strong>\u3053\u308c\u306b\u306f\u3001\u904e\u53bb\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u8a73\u7d30\u306a\u60c5\u5831\u3001\u4e3b\u8981\u306a\u7814\u7a76\u958b\u767a\u6307\u6a19\u3001\u904e\u53bb\u306e\u58f2\u4e0a\u9ad8\u3001\u88fd\u54c1\u3084\u4f01\u696d\u306e\u7279\u5fb4\u3001\u7af6\u5408\u74b0\u5883\u3001\u5e02\u5834\u30cb\u30e5\u30fc\u30b9\u306a\u3069\u3001\u591a\u304f\u306e\u8981\u7d20\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<li><strong>\u4e88\u6e2c\u524d\u306e\u30c7\u30fc\u30bf\u51e6\u7406\uff1a<\/strong>\u5206\u6790\u306b\u9069\u3057\u305f\u30c7\u30fc\u30bf\u306b\u3059\u308b\u305f\u3081\u306e\u6a19\u6e96\u5316\u3068\u69cb\u9020\u5316\u304c\u542b\u307e\u308c\u308b\u3002 \u30a4\u30d9\u30f3\u30c8\u3001\u3064\u307e\u308a\u81e8\u5e8a\u4e0a\u306e\u7bc0\u76ee\u3084\u4e3b\u8981\u306a\u30cb\u30e5\u30fc\u30b9\u3001\u8ee2\u5e30\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u62bd\u51fa\u3057\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3002<\/li>\n<li><strong>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u958b\u767a\uff1a<\/strong>\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u504f\u308a\u306e\u306a\u3044\u30c7\u30fc\u30bf\u306e\u90e8\u5206\u96c6\u5408\u304c\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b66\u7fd2\u306b\u4f7f\u7528\u3055\u308c\u3001\u5404\u5c5e\u6027\u306e\u4e88\u6e2c\u53ef\u80fd\u6027\u3092\u63a8\u5b9a\u3059\u308b\u57fa\u790e\u3068\u306a\u308b\u3002 \u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002<\/li>\n<li><strong>\u88fd\u54c1\u304a\u3088\u3073\u9069\u5fdc\u75c7\u306e\u5c5e\u6027\u306e\u5b9a\u7fa9\uff1a<\/strong>\u88fd\u54c1\u3084\u6cbb\u7642\u5bfe\u8c61\u3068\u306a\u308b\u75be\u60a3\u3092\u5b9a\u7fa9\u3059\u308b\u7279\u6027\u3067\u3042\u308b\u3002 \u3053\u308c\u3089\u306f\u5927\u304d\u304f4\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u985e\u3055\u308c\u308b\uff1b\n<ol>\n<li>\u88fd\u54c1\u7279\u6027\u3001<em>\u4f8b\u3048\u3070MoA\u307e\u305f\u306f\u30bf\u30fc\u30b2\u30c3\u30c8\u3001\u81e8\u5e8a\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3<\/em><\/li>\n<li>\u4f01\u696d\u306e\u7279\u5fb4\uff08<em>\u904e\u53bb\u306e\u6210\u529f\u7387\u3001\u5b9f\u7e3e\u306a\u3069<\/em><\/li>\n<li>\u9069\u5fdc\u75c7\u5185\u306e\u30a2\u30f3\u30e1\u30c3\u30c8\u30fb\u30cb\u30fc\u30ba\uff08\u4f8b\uff1a<em>\u898f\u5236\u4e0a\u306e\u6307\u5b9a\u3001\u6210\u529f\u7387\uff0f\u5931\u6557\u7387<\/em><\/li>\n<li>\u9069\u5fdc\u75c7\u5185\u306e\u7af6\u5408<em>\uff08\u958b\u767a\u4e2d\u306e\u88fd\u54c1\u6570\u3001\u627f\u8a8d\u9806\u306a\u3069<\/em><\/li>\n<\/ol>\n<\/li>\n<li><strong>\u4e88\u6e2c\u53ef\u80fd\u6027\u3068\u5c5e\u6027\u76f8\u95a2\u306e\u7d71\u8a08\u5206\u6790\u306b\u57fa\u3065\u304f\u5c5e\u6027\u9078\u629e\uff1a<\/strong>\u3053\u306e\u30e2\u30c7\u30eb\u51fa\u529b\u306e\u4e88\u6e2c\u53ef\u80fd\u6027\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u51fa\u6765\u4e8b\u3068\u76f8\u95a2\u3057\u3066\u3044\u308b\u3002 \u4e88\u6e2c\u53ef\u80fd\u6027\u306b\u57fa\u3065\u3044\u3066\u3001\u3069\u306e\u5c5e\u6027\u3092\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u542b\u3081\u308b\u3079\u304d\u304b\u3092\u5b9a\u7fa9\u3057\u3001\u88fd\u54c1\u306e\u7a2e\u985e\u3084\u9069\u5fdc\u75c7\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u88fd\u54c1\/\u9069\u5fdc\u75c7\u30ec\u30d9\u30eb\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u81e8\u5e8a\u304a\u3088\u3073\u5546\u696d\u30a4\u30d9\u30f3\u30c8\u306b\u9069\u7528\u3055\u308c\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4e88\u6e2c\u624b\u6cd5\uff1a<\/strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u65b9\u6cd5\u8ad6\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u4f9b\u7d66\u3057\u3066\u3001\u6280\u8853\u7684\u30fb\u898f\u5236\u7684\u6210\u529f\u306e\u88fd\u54c1\u30fb\u9069\u5fdc\u75c7\u30ec\u30d9\u30eb\u306e\u78ba\u7387\u3001\u304a\u3088\u3073\uff0f\u307e\u305f\u306f\u5546\u696d\u7684\u6a5f\u4f1a\u306e\u4e88\u6e2c\u3092\u751f\u6210\u3059\u308b\u3002<\/li>\n<li><strong>\u4e88\u6e2c\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306f\u3001\u900f\u660e\u6027\u3092\u3082\u3063\u3066\u4f5c\u6210\u3055\u308c\u3001\u8aac\u660e\u3055\u308c\u3001\u54c1\u8cea\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u696d\u754c\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u5bfe\u3057\u3066\u30c6\u30b9\u30c8\u3055\u308c\u308b\uff1a<\/strong>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u76e3\u67fb\u306f\u3001\u3069\u306e\u5c5e\u6027\u304c\u6210\u529f\u7387\u3084\u5546\u6a5f\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u7279\u5b9a\u3067\u304d\u308b\u5834\u5408\u306b\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002 \u30b7\u30ca\u30ea\u30aa\u306b\u57fa\u3065\u3044\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4e88\u6e2c\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3082\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<\/ol>\n<p>\u5f53\u793e\u72ec\u81ea\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4e88\u6e2c\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308b<a href=\"https:\/\/www.evaluate.com\/ja\/solutions\/evaluate-omnium\/\" rel=\"noopener\">Evaluate Omnium\u306f<\/a>\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u3066\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3057\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u3042\u3089\u3086\u308b\u6bb5\u968e\u306b\u3042\u308b\u88fd\u54c1\u306e\u81e8\u5e8a\u7684\u6210\u529f\u306e\u30b7\u30b0\u30ca\u30eb\u3092\u7279\u5b9a\u3059\u308b\u3002 \u958b\u767a\u8cc7\u7523\u306e\u8ca9\u58f2\u4e88\u6e2c\u306b\u95a2\u3059\u308b\u5546\u696d\u7684\u306b\u4fa1\u5024\u306e\u3042\u308b\u6d1e\u5bdf\u3092\u3001\u5b9f\u969b\u306e\u8ca9\u58f2\u30d4\u30fc\u30af\u304c\u767a\u751f\u3059\u308b12\u5e74\u304b\u308915\u5e74\u524d\u306b\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>\u305d\u308c\u306f\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u3061\u3087\u3063\u3068\u3057\u305f\u7b1b\u5439\u304d\u30c4\u30a2\u30fc\u3060\u3002 \u3053\u306e<a href=\"https:\/\/www.evaluate.com\/thought-leadership\/intelligent-forecasting-for-pharmaceutical-rd\/\" rel=\"noopener\">\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u306b\u306f<\/a>\u3001\u305d\u306e\u4ed5\u7d44\u307f\u3060\u3051\u3067\u306a\u304f\u3001\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u304c\u3042\u308b\u306e\u304b\u3001\u3055\u3089\u306b\u591a\u304f\u306e\u60c5\u5831\u304c\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u3002 \u3082\u3061\u308d\u3093\u3001\u3054\u8cea\u554f\u304c\u3042\u308c\u3070\u3044\u3064\u3067\u3082\u559c\u3093\u3067\u304a\u7b54\u3048\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.evaluate.com\/ja\/%e3%81%8a%e5%95%8f%e3%81%84%e5%90%88%e3%82%8f%e3%81%9b\/\" rel=\"noopener\">\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044\uff01<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9 \u7121\u6570\u306e\u30de\u30b8\u30c3\u30af\u304c\u5b58\u5728\u3059\u308b\u4e0d\u601d\u8b70\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3002 \u3042\u308b\u4eba\u306b\u3068\u3063\u3066\u306f\u3001\u305d\u308c\u306f\u9b54\u6cd5\u306e\u3088\u3046\u306a\u529b\u3067\u3042\u308a\u3001\u305f\u3068\u3048\u305d\u306e\u65b9\u6cd5\u304c\u3088\u304f\u308f\u304b\u3089\u306a\u304f\u3066\u3082\u3001\u5fc5\u8981\u306a\u3082\u306e\u3092\u6b63\u78ba\u306b\u5c4a\u3051\u3066\u304f\u308c\u308b\u3002 \u4ed6\u306e\u4eba\u305f\u3061\u306b\u3068\u3063\u3066\u306f\u3001\u3088\u304f\u3066\u3082\u4fe1\u7528\u3067\u304d [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":8011,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[33],"tags":[12],"content-hub":[],"template-style":[],"class_list":["post-8665","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai"],"acf":{"use_alternative_header_image":"No (delete to use 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