{"id":10038,"date":"2024-03-15T04:13:48","date_gmt":"2024-03-14T19:13:48","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%82%a2%e3%82%a4%e3%83%aa%e3%82%b9%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%88%86%e9%a1%9e%e3%82%92r%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%86%e5%ae%9f%e8%a3%85%e3%81%99%e3%82%8b%e3%81%8b%e3%80%82\/"},"modified":"2025-08-05T01:12:39","modified_gmt":"2025-08-04T16:12:39","slug":"%e3%82%a2%e3%82%a4%e3%83%aa%e3%82%b9%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%88%86%e9%a1%9e%e3%82%92r%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%86%e5%ae%9f%e8%a3%85%e3%81%99%e3%82%8b%e3%81%8b%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%82%a2%e3%82%a4%e3%83%aa%e3%82%b9%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%88%86%e9%a1%9e%e3%82%92r%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%86%e5%ae%9f%e8%a3%85%e3%81%99%e3%82%8b%e3%81%8b%e3%80%82\/","title":{"rendered":"\u30a2\u30a4\u30ea\u30b9\u30c7\u30fc\u30bf\u306e\u5206\u985e\u3092R\u8a00\u8a9e\u3067\u3069\u3046\u5b9f\u88c5\u3059\u308b\u304b\u3002"},"content":{"rendered":"<p>R\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30a4\u30ea\u30b9\u30c7\u30fc\u30bf\u306e\u5206\u985e\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u304c\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u30a2\u30a4\u30ea\u30b9\u306e\u7a2e\u985e\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff08SVM\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30a4\u30ea\u30b9\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u7c21\u5358\u306a\u4f8b\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-comment\"># \u5bfc\u5165iris\u6570\u636e\u96c6<\/span>\r\ndata<span class=\"hljs-punctuation\">(<\/span>iris<span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u5c06\u6570\u636e\u96c6\u5212\u5206\u4e3a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6<\/span>\r\nset.seed<span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-number\">123<\/span><span class=\"hljs-punctuation\">)<\/span>\r\ntrain_indices <span class=\"hljs-operator\">&lt;-<\/span> sample<span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-number\">1<\/span><span class=\"hljs-operator\">:<\/span>nrow<span class=\"hljs-punctuation\">(<\/span>iris<span class=\"hljs-punctuation\">)<\/span><span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-number\">0.7<\/span> <span class=\"hljs-operator\">*<\/span> nrow<span class=\"hljs-punctuation\">(<\/span>iris<span class=\"hljs-punctuation\">)<\/span><span class=\"hljs-punctuation\">)<\/span>\r\ntrain_data <span class=\"hljs-operator\">&lt;-<\/span> iris<span class=\"hljs-punctuation\">[<\/span>train_indices<span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-punctuation\">]<\/span>\r\ntest_data <span class=\"hljs-operator\">&lt;-<\/span> iris<span class=\"hljs-punctuation\">[<\/span><span class=\"hljs-operator\">-<\/span>train_indices<span class=\"hljs-punctuation\">,<\/span> <span class=\"hljs-punctuation\">]<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u8bad\u7ec3\u652f\u6301\u5411\u91cf\u673a\u6a21\u578b<\/span>\r\nlibrary<span class=\"hljs-punctuation\">(<\/span>e1071<span class=\"hljs-punctuation\">)<\/span>\r\nsvm_model <span class=\"hljs-operator\">&lt;-<\/span> svm<span class=\"hljs-punctuation\">(<\/span>Species <span class=\"hljs-operator\">~<\/span> .<span class=\"hljs-punctuation\">,<\/span> data <span class=\"hljs-operator\">=<\/span> train_data<span class=\"hljs-punctuation\">,<\/span> kernel <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-string\">\"linear\"<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u4f7f\u7528\u6a21\u578b\u5bf9\u6d4b\u8bd5\u96c6\u8fdb\u884c\u9884\u6d4b<\/span>\r\npredictions <span class=\"hljs-operator\">&lt;-<\/span> predict<span class=\"hljs-punctuation\">(<\/span>svm_model<span class=\"hljs-punctuation\">,<\/span> test_data<span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u8ba1\u7b97\u51c6\u786e\u7387<\/span>\r\naccuracy <span class=\"hljs-operator\">&lt;-<\/span> <span class=\"hljs-built_in\">sum<\/span><span class=\"hljs-punctuation\">(<\/span>predictions <span class=\"hljs-operator\">==<\/span> test_data<span class=\"hljs-operator\">$<\/span>Species<span class=\"hljs-punctuation\">)<\/span> <span class=\"hljs-operator\">\/<\/span> nrow<span class=\"hljs-punctuation\">(<\/span>test_data<span class=\"hljs-punctuation\">)<\/span>\r\ncat<span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-string\">\"Accuracy:\"<\/span><span class=\"hljs-punctuation\">,<\/span> accuracy<span class=\"hljs-punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u30b3\u30fc\u30c9\u306e\u6700\u521d\u306b\u306f\u3001\u307e\u305a\u30a2\u30e4\u30e1\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u305d\u306e\u5f8c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u3068\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u306b\u5206\u5272\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001svm()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u76ee\u6a19\u5909\u6570\u304cSpecies\u3067\u3042\u308a\u3001\u305d\u308c\u4ee5\u5916\u306e\u5217\u304c\u7279\u5fb4\u5909\u6570\u3067\u3042\u308b\u3002\u6700\u5f8c\u306b\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u3092\u4e88\u6e2c\u3057\u3001\u6b63\u78ba\u6027\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30c8\u30eb\u30de\u30b7\u30f3\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u4ee5\u5916\u306b\u3082\u3001\u6c7a\u5b9a\u6728\u3084\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u306a\u3069\u306e\u4ed6\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8a66\u3059\u3053\u3068\u3067\u3001\u30a2\u30e4\u30e1\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u3084\u7570\u306a\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8a66\u884c\u3092\u901a\u3058\u3066\u3001\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a2\u30a4\u30ea\u30b9\u30c7\u30fc\u30bf\u306e\u5206\u985e\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u304c\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u30a2\u30a4\u30ea\u30b9\u306e\u7a2e\u985e\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff08SVM\uff09 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-10038","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u30a2\u30a4\u30ea\u30b9\u30c7\u30fc\u30bf\u306e\u5206\u985e\u3092R\u8a00\u8a9e\u3067\u3069\u3046\u5b9f\u88c5\u3059\u308b\u304b\u3002 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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