\u3053\u3053\u3067\u306f\u3001\u5b9f\u52d9\u3067\u5e83\u304f\u4f7f\u308f\u308c\u308b\u4ee3\u8868\u7684\u306a\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u3001\u8003\u3048\u65b9\u304c\u3064\u304b\u307f\u3084\u3059\u3044\u9806\u306b\u7d39\u4ecb\u3059\u308b\u3002\u307e\u305a\u306f\u300c\u5206\u5c90\u306e\u30eb\u30fc\u30eb\u3092\u6728\u306b\u3057\u305f\u30e2\u30c7\u30eb\u300d\u3067\u3042\u308b\u6c7a\u5b9a\u6728\u3001\u6b21\u306b\u300c\u5883\u754c\u7dda\uff08\u9762\uff09\u3067\u30af\u30e9\u30b9\u3092\u5206\u3051\u308b\u300dSVM\uff08\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff09\u3001\u305d\u3057\u3066\u6c7a\u5b9a\u6728\u3092\u305f\u304f\u3055\u3093\u675f\u306d\u3066\u7cbe\u5ea6\u3068\u5b89\u5b9a\u6027\u3092\u4e0a\u3052\u308b\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3092\u53d6\u308a\u4e0a\u3052\u308b\u3002\u3044\u305a\u308c\u3082\u5206\u985e\u306b\u3082\u56de\u5e30\u306b\u3082\u4f7f\u3048\u308b\u304c\u3001\u5f97\u610f\u5206\u91ce\u3084\u6271\u3044\u65b9\u306e\u30b3\u30c4\u304c\u9055\u3046\u305f\u3081\u3001\u73fe\u5834\u3067\u306e\u9078\u629e\u773c\u3092\u990a\u3046\u3046\u3048\u3067\u57fa\u672c\u3092\u6b63\u78ba\u306b\u3064\u304b\u3080\u3053\u3068\u304c\u5927\u5207\u3067\u3042\u308b\u3002<\/p>\n\n\n\n
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SVM\uff08\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff09\u306f\u3001\u30af\u30e9\u30b9\u3092\u5206\u3051\u308b\u5883\u754c\uff08\u8d85\u5e73\u9762\uff09\u3092\u9078\u3076\u969b\u306b\u300c\u4e21\u30af\u30e9\u30b9\u304b\u3089\u7b49\u8ddd\u96e2\u3067\u3001\u6700\u3082\u4f59\u88d5\uff08\u30de\u30fc\u30b8\u30f3\uff09\u304c\u5927\u304d\u3044\u7dda\uff08\u9762\uff09\u300d\u3092\u63a2\u3059\u8003\u3048\u65b9\u306b\u57fa\u3065\u3044\u305f\u65b9\u6cd5\u3067\u3042\u308b\u3002\u76f4\u7dda\u3084\u5e73\u9762\u3067\u5206\u3051\u3089\u308c\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u6700\u5927\u30de\u30fc\u30b8\u30f3\u5883\u754c\u3092\u5b66\u3076\u3060\u3051\u3067\u9ad8\u3044\u6c4e\u5316\u6027\u80fd\u304c\u51fa\u3084\u3059\u3044\u304c\u3001\u73fe\u5b9f\u306b\u306f\u76f4\u7dda\u3067\u306f\u5206\u3051\u306b\u304f\u3044\u914d\u7f6e\u3082\u591a\u3044\u3002\u305d\u3053\u3067\u4f7f\u308f\u308c\u308b\u306e\u304c\u30ab\u30fc\u30cd\u30eb\u6cd5\u3067\u3001\u30c7\u30fc\u30bf\u3092\u9ad8\u6b21\u5143\u306e\u7a7a\u9593\u306b\u5199\u3057\u3066\u304b\u3089\u300c\u9ad8\u6b21\u5143\u3067\u306f\u7dda\u5f62\u306b\u5206\u3051\u308b\u300d\u767a\u60f3\u3092\u3001\u8a08\u7b97\u91cf\u3092\u6291\u3048\u308b\u30c6\u30af\u30cb\u30c3\u30af\uff08\u30ab\u30fc\u30cd\u30eb\u30c8\u30ea\u30c3\u30af\uff09\u3067\u5b9f\u73fe\u3059\u308b\u3002\u8981\u70b9\u3092\u307e\u3068\u3081\u308b\u3068\u3001SVM\u306f\u5883\u754c\u8fd1\u304f\u306e\u91cd\u8981\u306a\u70b9\uff08\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30c8\u30eb\uff09\u3060\u3051\u306b\u6ce8\u76ee\u3057\u3066\u6700\u5927\u30de\u30fc\u30b8\u30f3\u306e\u5883\u754c\u3092\u6c42\u3081\u3001\u975e\u7dda\u5f62\u306a\u3089\u30ab\u30fc\u30cd\u30eb\u3067\u5bfe\u5fdc\u3059\u308b\u3001\u3068\u3044\u3046\u67a0\u7d44\u307f\u3067\u3042\u308b\u3002\u7279\u5fb4\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u6574\u3048\u308b\u3068\u5b89\u5b9a\u306b\u5b66\u7fd2\u3057\u3084\u3059\u304f\u3001\u9069\u5207\u306a\u30ab\u30fc\u30cd\u30eb\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u9078\u3079\u3070\u9ad8\u6b21\u5143\u3067\u3082\u5f37\u529b\u306b\u6a5f\u80fd\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002[8][9][10][11][12]\n\n\n\n
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\u6700\u5f8c\u306b\u9078\u629e\u306e\u9053\u3057\u308b\u3079\u3092\u7c21\u6f54\u306b\u307e\u3068\u3081\u308b\u3002- \u8aac\u660e\u91cd\u8996\u3001\u30eb\u30fc\u30eb\u63d0\u793a\u304c\u5fc5\u8981\u306a\u3089\u6c7a\u5b9a\u6728\u3092\u51fa\u767a\u70b9\u306b\u3057\u3001\u904e\u5b66\u7fd2\u6291\u5236\u3092\u4e01\u5be7\u306b\u884c\u3046\u3002- \u5883\u754c\u304c\u306f\u3063\u304d\u308a\u3057\u3066\u304a\u308a\u9ad8\u6b21\u5143\u3067\u3082\u5f37\u3044\u5206\u985e\u5668\u304c\u307b\u3057\u3044\u306a\u3089SVM\u3092\u691c\u8a0e\u3057\u3001\u30ab\u30fc\u30cd\u30eb\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u7cfb\u7d71\u7acb\u3066\u3066\u6700\u9069\u5316\u3059\u308b\u3002- \u96d1\u97f3\u3084\u76f8\u4e92\u4f5c\u7528\u304c\u591a\u3044\u5b9f\u30c7\u30fc\u30bf\u3067\u5b89\u5b9a\u6027\u3068\u7cbe\u5ea6\u306e\u4e21\u7acb\u3092\u76ee\u6307\u3059\u306a\u3089\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3067\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u7bc9\u304d\u3001\u91cd\u8981\u5ea6\u3067\u7279\u5fb4\u3092\u78e8\u304f\u3002\u3053\u306e\u4e09\u672c\u67f1\u3092\u62bc\u3055\u3048\u3001\u8a55\u4fa1\u6307\u6a19\u3068\u5206\u5272\u8a2d\u8a08\u3092\u6b63\u3057\u304f\u9069\u7528\u3059\u308c\u3070\u3001\u6545\u969c\u4e88\u77e5\u306e\u73fe\u5834\u3067\u300c\u8aac\u660e\u3067\u304d\u3001\u901a\u7528\u3057\u3001\u4fdd\u5b88\u3057\u3084\u3059\u3044\u300d\u5b66\u7fd2\u5668\u306e\u9078\u5b9a\u3068\u6539\u5584\u304c\u9032\u3081\u3089\u308c\u308b\u3002[10][15][12][17][2][3][5][8][13]\n\n\n\n[1] https:\/\/cacoo.com\/ja\/blog\/what-is-decision-tree\/<\/p>\n\n\n\n[2] https:\/\/qiita.com\/g-k\/items\/9c1307274814d651752a<\/p>\n\n\n\n[3] https:\/\/www.ibm.com\/jp-ja\/think\/topics\/decision-trees<\/p>\n\n\n\n[4] https:\/\/dc-okinawa.com\/ailands\/decision-tree\/<\/p>\n\n\n\n[5] https:\/\/book.st-hakky.com\/data-science\/learning-decision-trees-python<\/p>\n\n\n\n[6] https:\/\/zenn.dev\/mi_01_24fu\/articles\/regression-tree<\/p>\n\n\n\n[7] https:\/\/www.lucidchart.com\/pages\/ja\/tutorial\/decision-tree<\/p>\n\n\n\n[8] https:\/\/ai-kenkyujo.com\/artificial-intelligence\/algorithm\/svm\/<\/p>\n\n\n\n[9] https:\/\/saycon.co.jp\/archives\/neta\/svm%E3%81%A8%E3%82%AB%E3%83%BC%E3%83%8D%E3%83%AB%E6%B3%95%E3%81%AE%E3%80%8C%E5%90%8D%E5%89%8D%E3%80%8D%E3%81%AB%E6%B3%A8%E7%9B%AE%E3%81%97%E3%81%A6%E3%80%81%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92<\/p>\n\n\n\n[10] https:\/\/aismiley.co.jp\/ai_news\/svm\/<\/p>\n\n\n\n[11] https:\/\/statisticsschool.com\/%E3%80%90python%E3%80%91%E3%82%AB%E3%83%BC%E3%83%8D%E3%83%ABsvm%E3%81%A8%E3%81%AF%EF%BC%9Fkernel%E9%96%A2%E6%95%B0%E3%82%92%E5%88%A9%E7%94%A8%E3%81%97%E3%81%9F%E9%9D%9E%E7%B7%9A%E5%BD%A2%E3%83%87\/<\/p>\n\n\n\n[12] https:\/\/www.ibm.com\/jp-ja\/think\/topics\/support-vector-machine<\/p>\n\n\n\n[13] https:\/\/www.nttcoms.com\/service\/TIBCO\/glossary\/random-forest\/<\/p>\n\n\n\n[14] https:\/\/ai-bo.jp\/random-forest\/<\/p>\n\n\n\n[15] https:\/\/www.ai-souken.com\/article\/what-is-random-forest<\/p>\n\n\n\n[16] https:\/\/aismiley.co.jp\/ai_news\/random-forests\/<\/p>\n\n\n\n[17] https:\/\/www.ibm.com\/jp-ja\/think\/topics\/random-forest<\/p>\n\n\n\n[18] https:\/\/pro.arcgis.com\/ja\/pro-app\/latest\/tool-reference\/geoai\/how-decision-tree-classification-and-regression-works.htm<\/p>\n\n\n\n[19] https:\/\/aismiley.co.jp\/ai_news\/decision-tree-regression-analysis-difference\/<\/p>\n\n\n\n[20] https:\/\/deus-ex-machina-ism.com\/?p=54826<\/p>\n\n\n\n
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