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\u76f8\u4e92\u4f5c\u7528\uff08\u639b\u3051\u5408\u308f\u305b\uff09\u306e\u767a\u60f3\u306f\u5f37\u529b\u3067\u3001\u4e8c\u3064\u306e\u7279\u5fb4\u304c\u305d\u308d\u3063\u305f\u3068\u304d\u3060\u3051\u30ea\u30b9\u30af\u304c\u8df3\u306d\u4e0a\u304c\u308b\u30b1\u30fc\u30b9\u3092\u8868\u73fe\u3067\u304d\u308b\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u9ad8\u57df\u30ce\u30a4\u30ba\uff08\u30d0\u30f3\u30c9\u30a8\u30cd\u30eb\u30ae\u30fc\uff09\u00d7\u7c97\u3055\uff08\u30bc\u30ed\u4ea4\u5dee\u7387\uff09\u300d\u304c\u540c\u6642\u306b\u9ad8\u3044\u3068\u304d\u306b\u3060\u3051\u6545\u969c\u5ea6\u304c\u5897\u3059\u3001\u3068\u3044\u3063\u305f\u5f62\u3067\u3042\u308b\u3002\u76f8\u4e92\u4f5c\u7528\u306f\u30da\u30a2\u30ef\u30a4\u30ba\u304b\u3089\u59cb\u3081\u3001\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u6b8b\u3059\u3002\u591a\u6570\u306e\u81ea\u52d5\u751f\u6210\u306f\u4fbf\u5229\u3060\u304c\u3001\u691c\u8a3c\u3067\u306e\u9593\u5f15\u304d\u3092\u5fc5\u305a\u4f75\u7528\u3059\u308b\u3002[9][5][3]\n\n\n\n
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\u4ee5\u4e0a\u306e\u8a2d\u8a08\u539f\u5247\uff08\u76ee\u7684\u5fd7\u5411\u3001\u5358\u7d14\u512a\u5148\u3001\u30b9\u30b1\u30fc\u30eb\u7d71\u4e00\u3001\u6bb5\u968e\u5c0e\u5165\u3001\u878d\u5408\u6bd4\u8f03\u3001\u76f8\u4e92\u4f5c\u7528\u306e\u6291\u5236\u7684\u63a1\u7528\uff09\u3092\u5b88\u308c\u3070\u3001\u7279\u5fb4\u91cf\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u4e88\u6e2c\u529b\u3068\u89e3\u91c8\u6027\u306e\u4e21\u7acb\u306b\u5927\u304d\u304f\u5bc4\u4e0e\u3059\u308b\u3002\u5408\u6210\u306f\u201c\u8db3\u3057\u7b97\u201d\u3067\u306f\u306a\u304f\u201c\u610f\u5473\u306e\u518d\u7de8\u201d\u3067\u3042\u308b\u3002\u7269\u7406\u76f4\u611f\u3068\u30c7\u30fc\u30bf\u99c6\u52d5\u306e\u691c\u8a3c\u3092\u5f80\u5fa9\u3057\u306a\u304c\u3089\u3001\u5c11\u6570\u7cbe\u92ed\u306e\u7d44\u307f\u5408\u308f\u305b\u3078\u78e8\u304d\u8fbc\u3080\u3053\u3068\u304c\u3001\u6545\u969c\u4e88\u77e5\u306e\u5b9f\u52d9\u3067\u6700\u3082\u78ba\u304b\u306a\u8fd1\u9053\u3067\u3042\u308b\u3002[5][2][4]\n\n\n\n[1] https:\/\/qiita.com\/GushiSnow\/items\/4f2e54510d6c682e02be<\/p>\n\n\n\n[2] https:\/\/developers.google.com\/machine-learning\/guides\/rules-of-ml?hl=ja<\/p>\n\n\n\n[3] https:\/\/talent500.com\/blog\/feature-engineering-creating-new-features-to-enhance-model-performance\/<\/p>\n\n\n\n[4] https:\/\/jp.dotdata.com\/blog\/machine-learning-feature-engineering\/<\/p>\n\n\n\n[5] https:\/\/machinelearningmastery.com\/tips-for-effective-feature-engineering-in-machine-learning\/<\/p>\n\n\n\n[6] https:\/\/wonderfulfxlife.com\/catboost_features\/<\/p>\n\n\n\n[7] https:\/\/www.featureform.com\/post\/feature-engineering-guide<\/p>\n\n\n\n[8] https:\/\/book.st-hakky.com\/data-science\/what-are-features-in-demand-forecasting-ai-usage<\/p>\n\n\n\n[9] https:\/\/towardsdatascience.com\/feature-interactions-524815abec81\/<\/p>\n\n\n\n[10] https:\/\/www.sciencedirect.com\/topics\/computer-science\/feature-fusion<\/p>\n\n\n\n[11] https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1566253523000520<\/p>\n\n\n\n[12] https:\/\/ieeexplore.ieee.org\/document\/10185035\/<\/p>\n\n\n\n[13] https:\/\/zenn.dev\/pn8128\/articles\/a7ccd96a433d16<\/p>\n\n\n\n[14] https:\/\/datachemeng.com\/best_practice_in_data_analysis_machine_learning\/<\/p>\n\n\n\n[15] https:\/\/note.com\/hayato_kumemura\/n\/n0290ff297085<\/p>\n\n\n\n[16] https:\/\/ieeexplore.ieee.org\/document\/11014574\/<\/p>\n\n\n\n[17] https:\/\/nishoko.com\/%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF\/ai\/%E7%89%B9%E5%BE%B4%E9%87%8F%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E3%82%92%E3%83%9E%E3%82%B9%E3%82%BF%E3%83%BC%E3%81%99%E3%82%8B%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92\/<\/p>\n\n\n\n[18] https:\/\/christophm.github.io\/interpretable-ml-book\/interaction.html[19] https:\/\/datachemeng.com\/summarydataanalysis\/<\/p>\n\n\n\n
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