{"id":95751,"date":"2024-03-21T19:41:28","date_gmt":"2024-03-21T10:41:28","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/r%e8%a8%80%e8%aa%9e%e3%81%a7%e6%ac%a0%e6%90%8d%e5%80%a4%e3%82%92%e5%87%a6%e7%90%86%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/"},"modified":"2024-03-27T19:15:18","modified_gmt":"2024-03-27T10:15:18","slug":"r%e8%a8%80%e8%aa%9e%e3%81%a7%e6%ac%a0%e6%90%8d%e5%80%a4%e3%82%92%e5%87%a6%e7%90%86%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/r%e8%a8%80%e8%aa%9e%e3%81%a7%e6%ac%a0%e6%90%8d%e5%80%a4%e3%82%92%e5%87%a6%e7%90%86%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/","title":{"rendered":"R\u8a00\u8a9e\u3067\u6b20\u640d\u5024\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"

R\u8a00\u8a9e\u3067\u306f\u3001\u6b20\u640d\u5024\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u305d\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n

    \n
  1. \u6b20\u640d\u5024\u3092\u524a\u9664: na.omit()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b20\u640d\u5024\u3092\u542b\u3080\u89b3\u6e2c\u884c\u3092\u524a\u9664\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0df\u304c\u3042\u308b\u5834\u5408\u3001na.omit(df)\u3092\u4f7f\u7528\u3057\u3066df\u5185\u306e\u6b20\u640d\u5024\u3092\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/li>\n
  2. \u6b20\u640d\u5024\u3092\u7f6e\u304d\u63db\u3048\u308b\uff1ais.na()\u95a2\u6570\u3067\u30c7\u30fc\u30bf\u5185\u306e\u6b20\u640d\u5024\u3092\u30c1\u30a7\u30c3\u30af\u3067\u304d\u307e\u3059\u3002is.na(df)\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001df\u5185\u306e\u6b20\u640d\u5024\u3092\u30c1\u30a7\u30c3\u30af\u3057\u30010\u3084\u5e73\u5747\u5024\u306a\u3069\u306e\u7279\u5b9a\u306e\u5024\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002df[is.na(df)] <- 0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u6b20\u640d\u5024\u30920\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  3. \u6b20\u640d\u5024\u306e\u88dc\u5b8c:\u6b20\u640d\u5024\u306f\u88dc\u5b8c\u624b\u6cd5\u3092\u7528\u3044\u3066\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6b20\u640d\u5024\u306e\u63a8\u5b9a\u306b\u306f\u5e73\u5747\u88dc\u5b8c\u3001\u56de\u5e30\u88dc\u5b8c\u3001\u591a\u91cd\u88dc\u5b8c\u306a\u3069\u306e\u624b\u6cd5\u304c\u7528\u3044\u3089\u308c\u307e\u3059\u3002<\/li>\n
  4. \u5e73\u5747\u5024\u88dc\u5b8c\uff1amean()\u95a2\u6570\u3067\u5217\u306e\u5e73\u5747\u5024\u3092\u8a08\u7b97\u3057\u3001ifelse()\u95a2\u6570\u3067\u6b20\u640d\u5024\u3092\u5e73\u5747\u5024\u3067\u7f6e\u63db\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001x\u3068\u3044\u3046\u5909\u6570\u304c\u3042\u308c\u3070\u3001x[is.na(x)] <- mean(x, na.rm = TRUE)\u3067x\u306e\u6b20\u640d\u5024\u3092\u5e73\u5747\u5024\u3067\u7f6e\u63db\u3067\u304d\u307e\u3059\u3002<\/li>\n
  5. \u6b20\u640d\u5024\u3092\u4e88\u6e2c\u3059\u308b\u30a4\u30f3\u30d7\u30c6\u30fc\u30b7\u30e7\u30f3\uff1a\u4ed6\u306e\u5909\u6570\u306e\u5024\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b20\u640d\u5024\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002\u6b20\u640d\u5024\u3092\u63a8\u5b9a\u3059\u308b\u306b\u306f\u3001\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u307e\u305f\u306f\u4ed6\u306e\u56de\u5e30\u624b\u6cd5\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001lm()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306b\u9069\u5408\u3055\u305b\u3001predict()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u6b20\u640d\u5024\u3092\u4e88\u6e2c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  6. \u591a\u91cd\u30a4\u30f3\u30d7\u30ea\u30e5\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\uff1a\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30a4\u30f3\u30d7\u30ea\u30e5\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002mice()\u95a2\u6570\u3068complete()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u591a\u91cd\u30a4\u30f3\u30d7\u30ea\u30e5\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001mice()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3001complete()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u5404\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u5b8c\u4e86\u3057\u305f\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n

    \u3053\u308c\u3089\u306e\u624b\u6cd5\u306f\u6b20\u640d\u5024\u306b\u5bfe\u3059\u308b\u4e00\u822c\u7684\u5bfe\u5fdc\u65b9\u6cd5\u306e\u307b\u3093\u306e\u4e00\u4f8b\u3067\u3042\u308a\u3001\u624b\u6cd5\u306e\u9078\u629e\u306f\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u3068\u5206\u6790\u306e\u76ee\u7684\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    R\u8a00\u8a9e\u3067\u306f\u3001\u6b20\u640d\u5024\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u305d\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002 \u6b20\u640d\u5024\u3092\u524a\u9664: na.omit()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b20\u640d\u5024\u3092\u542b\u3080\u89b3\u6e2c\u884c\u3092\u524a\u9664\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0df\u304c\u3042\u308b\u5834\u5408\u3001na.om […]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-95751","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nR\u8a00\u8a9e\u3067\u6b20\u640d\u5024\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/r\u8a00\u8a9e\u3067\u6b20\u640d\u5024\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\u8a00\u8a9e\u3067\u6b20\u640d\u5024\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5\" \/>\n<meta property=\"og:description\" content=\"R\u8a00\u8a9e\u3067\u306f\u3001\u6b20\u640d\u5024\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u305d\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002 \u6b20\u640d\u5024\u3092\u524a\u9664: na.omit()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b20\u640d\u5024\u3092\u542b\u3080\u89b3\u6e2c\u884c\u3092\u524a\u9664\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0df\u304c\u3042\u308b\u5834\u5408\u3001na.om […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/r\u8a00\u8a9e\u3067\u6b20\u640d\u5024\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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