{"id":5322,"date":"2024-09-03T11:45:07","date_gmt":"2024-09-03T02:45:07","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=5322"},"modified":"2024-09-03T12:00:49","modified_gmt":"2024-09-03T03:00:49","slug":"clustering","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/clustering\/","title":{"rendered":"\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u57fa\u790e\u3068\u5b9f\u8df5\u7684\u306a\u5fdc\u7528: \u8a73\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"\n

\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u57fa\u672c\u6982\u5ff5\u304b\u3089\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3001\u6700\u65b0\u306e\u60c5\u5831\u3092\u4ea4\u3048\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30d3\u30b8\u30cd\u30b9\u306b\u5f79\u7acb\u3064\u77e5\u8b58\u3092\u6df1\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n

\u306f\u3058\u3081\u306b<\/h2>\n\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u4f55\u304b\uff1f<\/span><\/b>\r\n

\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u9818\u57df\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306b\u6f5c\u3080\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u304b\u3089\u3001\u305d\u306e\u5b9f\u8df5\u7684\u306a\u5fdc\u7528\u4f8b\u307e\u3067\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9<\/span><\/b>\r\n

\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30c7\u30fc\u30bf\u3092\u3044\u304f\u3064\u304b\u306e\u30b0\u30eb\u30fc\u30d7\uff08\u30af\u30e9\u30b9\u30bf\uff09\u306b\u5206\u3051\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3067\u3059\u3002\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u4f3c\u305f\u30c7\u30fc\u30bf\u540c\u58eb\u3092\u307e\u3068\u3081\u3001\u7570\u306a\u308b\u7279\u5fb4\u3092\u6301\u3064\u30c7\u30fc\u30bf\u3092\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u533b\u7642\u3001\u753b\u50cf\u51e6\u7406\u306a\u3069\u306e\u591a\u304f\u306e\u5206\u91ce\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n

\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u57fa\u790e\u3092\u7406\u89e3\u3059\u308b<\/h2>\n\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6982\u8981<\/span><\/b>\r\n

\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u985e\u4f3c\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u985e\u4f3c\u5ea6\u3084\u8ddd\u96e2\u3092\u6e2c\u5b9a\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u306e\u69cb\u9020\u3092\u3088\u308a\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u304c\u91cd\u8981\u306a\u7406\u7531<\/span><\/b>\r\n

\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u9867\u5ba2\u306e\u5206\u985e\u3084\u3001\u533b\u7642\u306b\u304a\u3051\u308b\u60a3\u8005\u306e\u30b0\u30eb\u30fc\u30d7\u5316\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u5206\u985e\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u3067\u8fc5\u901f\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

 <\/p>\n\n

\u4ee3\u8868\u7684\u306a\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u624b\u6cd5\u3068\u305d\u306e\u5b9f\u8df5<\/h2>\nk-means\u6cd5\u306b\u3064\u3044\u3066<\/span><\/b>\r\n

k-means\u6cd5\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e2d\u3067\u3082\u6700\u3082\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u308b\u624b\u6cd5\u3067\u3059\u3002\u3053\u306e\u624b\u6cd5\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u3042\u3089\u304b\u3058\u3081\u6c7a\u3081\u305f\u6570\u306e\u30af\u30e9\u30b9\u30bf\u306b\u5206\u3051\u3001\u305d\u308c\u305e\u308c\u306e\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u5fc3\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002\u30b7\u30f3\u30d7\u30eb\u3067\u52b9\u679c\u7684\u306a\u305f\u3081\u3001\u591a\u304f\u306e\u5206\u91ce\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n

\"\"<\/p>\r\n\u968e\u5c64\u7684\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7279\u5fb4<\/span><\/b>\r\n

\u968e\u5c64\u7684\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u3001\u30c7\u30fc\u30bf\u3092\u968e\u5c64\u7684\u306b\u5206\u985e\u3059\u308b\u65b9\u6cd5\u3067\u3001\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u624b\u6cd5\u306f\u3001\u30af\u30e9\u30b9\u30bf\u6570\u3092\u4e8b\u524d\u306b\u8a2d\u5b9a\u305b\u305a\u306b\u5206\u985e\u3092\u9032\u3081\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u968e\u5c64\u7684\u306a\u95a2\u4fc2\u3092\u660e\u78ba\u306b\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n

\"\"<\/p>\n\n

\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b9f\u969b\u306e\u6d3b\u7528\u4f8b<\/h2>\n\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u5fdc\u7528<\/span><\/b>\r\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5206\u91ce\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u9867\u5ba2\u3092\u7570\u306a\u308b\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5206\u985e\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u5e83\u544a\u3084\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u306e\u6226\u7565\u3092\u6700\u9069\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001k-means\u6cd5\u3092\u4f7f\u3063\u3066\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u9069\u3057\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3092\u5c55\u958b\u3057\u307e\u3059\u3002<\/p>\r\n\u533b\u7642\u5206\u91ce\u3067\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u5229\u7528<\/span><\/b>\r\n

\u533b\u7642\u306b\u304a\u3044\u3066\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u60a3\u8005\u306e\u8a3a\u65ad\u3084\u6cbb\u7642\u8a08\u753b\u306e\u7b56\u5b9a\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u75c7\u72b6\u3084\u8a3a\u65ad\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u60a3\u8005\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u306b\u5bfe\u3057\u3066\u6700\u9069\u306a\u6cbb\u7642\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u533b\u7642\u30b5\u30fc\u30d3\u30b9\u306e\u8cea\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\r\n\u753b\u50cf\u51e6\u7406\u306b\u304a\u3051\u308b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u5f79\u5272<\/span><\/b>\r\n

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\u307e\u3068\u3081<\/h2>\n

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