{"id":949,"date":"2013-05-20T17:18:17","date_gmt":"2013-05-20T08:18:17","guid":{"rendered":"http:\/\/blog.synergy-marketing.co.jp\/?p=949"},"modified":"2014-11-13T17:13:51","modified_gmt":"2014-11-13T08:13:51","slug":"expected-to-scoring-in-data-mining","status":"publish","type":"post","link":"https:\/\/www.synergy-marketing.co.jp\/blog\/expected-to-scoring-in-data-mining","title":{"rendered":"\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u3088\u308b\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3068\u4e88\u6e2c"},"content":{"rendered":"<p><a title=\"\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3067\u3067\u304d\u308b\u3053\u3068\u3067\u304d\u306a\u3044\u3053\u3068\" href=\"scoring-possible-impossibility\">\u524d\u56de<\/a>\u3001\u6d88\u8cbb\u8005\u306e\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306b\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u624b\u6cd5\u304c\u4f7f\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3092\u66f8\u304d\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u3088\u308b\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3068\u3001\u305d\u306e\u5931\u6557\u8ac7\u306b\u3064\u3044\u3066\u304a\u8a71\u3057\u3057\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u3088\u308b\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3068\u306f<\/h2>\n<p>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u6709\u7528\u306a\u60c5\u5831\u3092\u534a\u81ea\u52d5\u7684\u306b\u53d6\u308a\u51fa\u3059\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u304c\u3001\u3069\u3093\u306a\u60c5\u5831\u3092\u3069\u306e\u3088\u3046\u306b\u53d6\u308a\u51fa\u3059\u304b\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u624b\u6cd5\u304c\u305f\u304f\u3055\u3093\u5b58\u5728\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u3092\u7dcf\u79f0\u3057\u305f\u7528\u8a9e\u3067\u3059\u3002<\/p>\n<p>\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306b\u4f7f\u3048\u308b\u624b\u6cd5\u306f\u5927\u304d\u304f\u5206\u3051\u30662\u7a2e\u985e\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><strong>A)\u00a0\u30af\u30e9\u30b9\u5206\u985e<\/strong><\/h3>\n<p>\u8a00\u8a9e\u51e6\u7406\u3067\u6587\u66f8\u3092\u7279\u5b9a\u306e\u30ab\u30c6\u30b4\u30ea\uff08\u3053\u308c\u3092\u30af\u30e9\u30b9\u3068\u547c\u3076\uff09\u306b\u95a2\u9023\u4ed8\u3051\u308b\u6280\u8853\u3092\u5fdc\u7528\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u30e1\u30fc\u30eb\u306e\u30b9\u30d1\u30e0\u30d5\u30a3\u30eb\u30bf\u304c\u5fdc\u7528\u4f8b\u3068\u3057\u3066\u3088\u304f\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3042\u308b\u8a55\u4fa1\u8ef8\u306b\u305d\u3063\u3066\u63a1\u70b9\u3059\u308b\u3053\u3068\u3067\u3059\u304b\u3089\u3001\u6700\u9ad8\u70b9\u3068\u6700\u4f4e\u70b9\u306e\u4e8c\u3064\u306e\u72b6\u614b\u3092\u30af\u30e9\u30b9\u3068\u307f\u306a\u3057\u3001\u305d\u306e\u3069\u3061\u3089\u306b\u8fd1\u3044\u304b\u3092\u5206\u985e\u3055\u305b\u305f\u6642\u306b\u30b9\u30b3\u30a2\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u3042\u308b\u9867\u5ba2\u306b\u5bfe\u3057\u3001\u5546\u54c1\u3092\u8cb7\u3046\uff0f\u8cb7\u308f\u306a\u3044\u3001\u307e\u305f\u306f\u89e3\u7d04\u3059\u308b\uff0f\u3057\u306a\u3044\u3001\u3068\u3044\u3063\u305f\u3053\u3068\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002<\/p>\n<h3><strong>B)\uff08\u4e00\u90e8\u306e\uff09\u56de\u5e30\u5206\u6790<\/strong><\/h3>\n<p>\u7d71\u8a08\u5b66\u306e\u624b\u6cd5\u3092\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u4e00\u7a2e\u3068\u307f\u306a\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4e2d\u3067\u3082\u3042\u308b\u7a2e\u306e\u56de\u5e30\u5206\u6790\u306f\u4e8c\u3064\u306e\u72b6\u614b\u306e\u3069\u3061\u3089\u306b\u8fd1\u3044\u304b\u3092\u78ba\u7387\u3068\u3057\u3066\u6c42\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u30af\u30e9\u30b9\u5206\u985e\u3068\u540c\u3058\u3088\u3046\u306b\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306b\u4f7f\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059<span class=\"font-sm\"><a href=\"#link1\">[2]<\/a><\/span>\u3002<\/p>\n<p>\u3053\u308c\u3089\u624b\u6cd5\u3092\u4f7f\u3063\u3066\u306e\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3001\u3064\u307e\u308a\u4e88\u6e2c\u3092\u884c\u3046\u624b\u9806\u306f\u304a\u304a\u3088\u305d\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ol class=\"box-yellow\">\n<li><strong>\u4f55\u3092\u4e88\u6e2c\u3057\u305f\u3044\u304b\u3092\u6c7a\u3081\u308b<\/strong><\/li>\n<li><strong>\u4e88\u6e2c\u3057\u305f\u3044\u3053\u3068\u306b\u95a2\u4fc2\u306e\u3042\u308a\u305d\u3046\u306a\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b<\/strong><\/li>\n<li><strong>\u624b\u6cd5\u306b\u9069\u3057\u305f\u5f62\u306b\u30c7\u30fc\u30bf\u3092\u6574\u5f62\u3059\u308b<\/strong><\/li>\n<li><strong>\u4e88\u6e2c\u3057\u305f\u3044\u3053\u3068\u3068\u3001\u95a2\u4fc2\u306e\u3042\u308a\u305d\u3046\u306a\u30c7\u30fc\u30bf\u9593\u306e\u95a2\u4fc2\u6027\uff08\u30e2\u30c7\u30eb\uff09\u3092\u8a08\u7b97\u306b\u3088\u3063\u3066\u6c42\u3081\u308b<\/strong><\/li>\n<li><strong>\u4e88\u6e2c\u306e\u6027\u80fd\u3092\u78ba\u8a8d\u3059\u308b\u3002\u554f\u984c\u304c\u3042\u308c\u3070\u3084\u308a\u76f4\u3057<br \/><\/strong><\/li>\n<\/ol>\n<h2>\u4f55\u304c\u554f\u984c\u3060\u3063\u305f\u304b<\/h2>\n<p>\u30af\u30e9\u30b9\u5206\u985e\u624b\u6cd5\u306b\u3088\u308b\u4e88\u6e2c\u3092\u63d0\u6848\u3057\u305f\u6642\u306b\u3044\u304f\u3064\u304b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u554f\u984c\u3092\u4f53\u9a13\u3057\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u305d\u306e\u4e2d\u304b\u3089\u4ee5\u4e0b\u306e\u4e8c\u3064\u3092\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><strong>1.\u4e88\u6e2c\u7cbe\u5ea6\u306e\u8868\u3057\u65b9\u304c\u96e3\u3057\u3044<\/strong><\/h3>\n<p>\u30af\u30e9\u30b9\u5206\u985e\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u65b9\u6cd5\u306f\u3001\u7d2f\u7a4d\u30b2\u30a4\u30f3\u56f3\u3084\u30ea\u30d5\u30c8\u56f3\u3068\u3044\u3046\u30b0\u30e9\u30d5\u306b\u3088\u3063\u3066\u53ef\u8996\u5316\u3057\u3066\u307f\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u79c1\u306e\u8aac\u660e\u306e\u62d9\u3055\u3082\u3042\u3063\u305f\u306e\u3067\u3057\u3087\u3046\u304c\u3001\u591a\u304f\u306e\u4eba\u306f\u30b0\u30e9\u30d5\u306e\u898b\u65b9\u304c\u5206\u304b\u3089\u306a\u3044\u3088\u3046\u3067\u3001\u4f55\u5ea6\u3082\u540c\u3058\u8aac\u660e\u3092\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<p>\u307e\u305a\u3001\u7d2f\u7a4d\u30b2\u30a4\u30f3\u56f3\u3068\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b0\u30e9\u30d5\u3067\u3059\u3002<\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-951\" src=\"https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_2.jpg\" alt=\"028_nishio_03_2\" width=\"580\" height=\"604\" srcset=\"https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_2.jpg 725w, https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_2-134x140.jpg 134w, https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_2-441x460.jpg 441w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><\/p>\n<p>\u3053\u308c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4f5c\u56f3\u3057\u307e\u3059\u3002<\/p>\n<ul class=\"box-yellow\">\n<li>\u9867\u5ba2\u3092\u4e88\u6e2c\u306e\u30b9\u30b3\u30a2\u304c\u9ad8\u3044\u9806\u306b\u4e26\u3079\u3066\u3001\u4e0a\u4f4d\u304b\u3089\u5747\u7b49\u306b\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u3002\u901a\u5e3810\u5206\u5272(\u30c7\u30b7\u30eb)<\/li>\n<li>\u4e88\u6e2c\u304c\u7684\u4e2d\u3057\u305f\u9867\u5ba2\u306b\u5370\u3092\u4ed8\u3051\u308b<\/li>\n<li>\u30b0\u30eb\u30fc\u30d7\u6bce\u306b\u3001\u30b0\u30eb\u30fc\u30d7\u5185\u3067\u5370\u304c\u3064\u3044\u305f\u9867\u5ba2\u306e\u6570\u00f7\u5168\u9867\u5ba2\u306b\u3064\u3044\u305f\u5370\u306e\u6570\uff08\uff05\uff09\u3092\u8a08\u7b97\u2026(A)<\/li>\n<li>\u30b0\u30eb\u30fc\u30d7\u6bce\u306b\u3001\u6700\u4e0a\u4f4d\u30b0\u30eb\u30fc\u30d7\u304b\u3089\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u307e\u3067\u306e(A)\u3092\u7d2f\u8a08\u2026(B)<\/li>\n<li>\u30b0\u30eb\u30fc\u30d7\u3092X\u8ef8\u3001\uff08B\uff09\u3092Y\u8ef8\u306b\u53d6\u3063\u3066\u30b0\u30e9\u30d5\u3092\u66f8\u304f<\/li>\n<li>\u6bd4\u8f03\u306e\u305f\u3081\u306b\u3001\u30b0\u30e9\u30d5\u306bY=X\u3068\u306a\u308b\u76f4\u7dda\u3092\u5f15\u304f\u2026\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3<\/li>\n<\/ul>\n<p>(B)\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u30ab\u30fc\u30d6\u304b\u3089\u306f\u3001\u4e88\u6e2c\u306e\u4e0a\u4f4d\u4f55\u30d1\u30fc\u30bb\u30f3\u30c8\u3092\u62bd\u51fa\u3059\u308b\u3068\u3069\u308c\u3060\u3051\u4e88\u6e2c\u306e\u7684\u4e2d\u304c\u898b\u8fbc\u3081\u308b\u304b\u3001\u3068\u3044\u3046\u3053\u3068\u3092\u8aad\u307f\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u3044\u3046\u306e\u306f\u5168\u304f\u4e88\u6e2c\u3092\u3057\u306a\u3044\u3001\u3064\u307e\u308a\u5b8c\u5168\u306b\u30e9\u30f3\u30c0\u30e0\u306b\u4e88\u6e2c\u3092\u3057\u305f\u6642\u306b\u3069\u3046\u306a\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u30e9\u30f3\u30c0\u30e0\u306b\u4e88\u6e2c\u3059\u308b\u3068\u9867\u5ba2\u306e\u4e2d\u304b\u3089\u5747\u7b49\u306b\u7684\u4e2d\u304c\u898b\u3064\u304b\u308b\u306e\u3067\u3001\u3064\u307e\u308a\u76f4\u7dda\u3068\u3044\u3046\u8a33\u3067\u3059\u3002<\/p>\n<p>\u610f\u5473\u306e\u3042\u308b\u4e88\u6e2c\u306f\u5168\u304f\u306e\u5f53\u3066\u305a\u3063\u307d\u3046\u3088\u308a\u3082\u307e\u3057\u306a\u7d50\u679c\u3092\u51fa\u3055\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u304b\u3089\u3001\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u304b\u3089 (B)\u306e\u30ab\u30fc\u30d6\u304c\u3069\u308c\u3060\u3051\u4e0a\u306b\u96e2\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002\uff08\u4f1d\u308f\u308a\u307e\u3059\u3067\u3057\u3087\u3046\u304b\u2026\uff09<\/p>\n<p>\u4e00\u65b9\u3001\u30ea\u30d5\u30c8\u56f3\u306f\u3053\u3061\u3089\u306e\u30b0\u30e9\u30d5\u3067\u3059\u3002<\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-952\" src=\"https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_3.png\" alt=\"028_nishio_03_3\" width=\"598\" height=\"622\" srcset=\"https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_3.png 747w, https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_3-134x140.png 134w, https:\/\/www.synergy-marketing.co.jp\/blog\/wp\/wp-content\/uploads\/2013\/05\/028_nishio_03_3-441x460.png 441w\" sizes=\"auto, (max-width: 598px) 100vw, 598px\" \/><\/p>\n<p>\u3053\u3061\u3089\u306f\u3001\u7d2f\u7a4d\u30b2\u30a4\u30f3\u56f3\u306b\u304a\u3044\u3066\u3001(B)\u3068\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\uff08Y=X\uff09\u4e0a\u306e\u70b9\u304c\u6307\u3059\u5024\u306e\u6bd4\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u5404\u30b0\u30eb\u30fc\u30d7\u306b\u304a\u3051\u308b\u4e88\u6e2c\u306e\u5f37\u3055\u3068\u3044\u3046\u3082\u306e\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u8a55\u4fa1\u65b9\u6cd5\u306f\u3001\u30b9\u30b3\u30a2\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002<br 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class=\"font-sm\"><a href=\"#link1\">[3]<\/a><\/span>\u3002<br 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id=\"link1\">\u53c2\u8003\u6587\u732e<\/h4>\n<p class=\"font-sm\">[1] <a href=\"http:\/\/www.knime.org\/\" target=\"_blank\">KNIME &#8211; Professional Open-Source Software<br \/><\/a>\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u624b\u6cd5\u3092GUI\u3067\u8a66\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p class=\"font-sm\">[2]\u7d71\u8a08\u5b66\u304c\u6700\u5f37\u306e\u5b66\u554f\u3067\u3042\u308b\uff1a\u897f\u5185 \u5553 \u8457<br \/>\u7b2c6\u7ae0\u306b\u3066\u3001\u7d71\u8a08\u624b\u6cd5\u3068\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u5171\u901a\u70b9\u3068\u9055\u3044\u3092\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p class=\"font-sm\">[3]\u30de\u30b9\u30bf\u30ea\u30f3\u30b0\u30fb\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\uff1c\u7406\u8ad6\u7de8\uff1e \uff1a\u30de\u30a4\u30b1\u30ebJ.A.\u30d9\u30ea\u30fc\uff0f\u30b4\u30fc\u30c9\u30f3\u30fb\u30ea\u30ce\u30d5 \u8457<br 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