{"id":632,"date":"2023-07-29T06:33:35","date_gmt":"2023-07-29T06:33:35","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%8a%a0%e9%87%8d%e3%81%95%e3%82%8c%e3%81%9f-excel-%e3%83%9e%e3%83%83%e3%83%95%e3%82%9a\/"},"modified":"2023-07-29T06:33:35","modified_gmt":"2023-07-29T06:33:35","slug":"%e5%8a%a0%e9%87%8d%e3%81%95%e3%82%8c%e3%81%9f-excel-%e3%83%9e%e3%83%83%e3%83%95%e3%82%9a","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%8a%a0%e9%87%8d%e3%81%95%e3%82%8c%e3%81%9f-excel-%e3%83%9e%e3%83%83%e3%83%95%e3%82%9a\/","title":{"rendered":"Excel \u3067\u52a0\u91cd mape \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u30e1\u30c8\u30ea\u30af\u30b9\u306e 1 \u3064\u306f<strong>MAPE<\/strong>\u3067\u3001\u3053\u308c\u306f<strong>\u5e73\u5747\u7d76\u5bfe\u30d1\u30fc\u30bb\u30f3\u30c8\u8aa4\u5dee<\/strong>\u3092\u8868\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">MAPE \u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>MAPE<\/strong> = (1\/n) * \u03a3(|\u5b9f\u969b \u2013 \u4e88\u6e2c| \/ |\u5b9f\u969b|) * 100<\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u03a3<\/strong> \u2013 \u300c\u548c\u300d\u3092\u610f\u5473\u3059\u308b\u6d3e\u624b\u306a\u8a18\u53f7<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>n<\/strong> \u2013 \u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>real<\/strong> \u2013 \u30c7\u30fc\u30bf\u306e\u5b9f\u969b\u306e\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u4e88\u6e2c<\/strong>\u2013 \u30c7\u30fc\u30bf\u306e\u671f\u5f85\u5024<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">MAPE \u306f\u89e3\u91c8\u3068\u8aac\u660e\u304c\u7c21\u5358\u306a\u305f\u3081\u3001\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001MAPE \u5024 8% \u306f\u3001\u4e88\u6e2c\u5024\u3068\u5b9f\u969b\u306e\u5024\u306e\u5e73\u5747\u5dee\u304c 8% \u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3060\u3057\u3001<\/span> <span style=\"color: #000000;\">MAPE \u306f\u3001\u5c11\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u4e0b\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u54c1\u76ee\u306e\u5b9f\u969b\u306e\u9700\u8981\u304c 2 \u3067\u3001\u4e88\u6e2c\u304c 1 \u306e\u5834\u5408\u3001\u7d76\u5bfe\u30d1\u30fc\u30bb\u30f3\u30c8\u8aa4\u5dee\u5024\u306f |2-1| \u306b\u306a\u308a\u307e\u3059\u3002 \/ |2| = 50% \u3067\u3042\u308b\u305f\u3081\u3001\u305f\u3068\u3048\u4e88\u6e2c\u304c 1 \u5358\u4f4d\u3060\u3051\u5916\u308c\u3066\u3044\u305f\u3068\u3057\u3066\u3082\u3001\u4e88\u6e2c\u8aa4\u5dee\u306f\u304b\u306a\u308a\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001MAPE \u306e\u4ee3\u66ff\u3068\u306a\u308b\u306e\u306f<strong>\u91cd\u307f\u4ed8\u304d<\/strong><strong>MAPE<\/strong>\u3067\u3042\u308a\u3001\u6b21\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u52a0\u91cd MAPE<\/strong> = \u03a3(|\u5b9f\u7e3e \u2013 \u4e88\u6e2c| \/ |\u5b9f\u7e3e|) * 100 * \u5b9f\u7e3e \/ \u03a3(\u5b9f\u7e3e)<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30a8\u30e9\u30fc\u306e\u5272\u5408\u3092\u4f53\u7a4d\u3067\u91cd\u307f\u4ed8\u3051\u3059\u308b\u3053\u3068\u3067\u3001\u5b9f\u969b\u306e\u30a8\u30e9\u30fc\u3092\u3088\u308a\u6b63\u78ba\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Excel \u3067\u52a0\u91cd MAPE \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b: Excel \u3067\u306e\u52a0\u91cd MAPE<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Excel \u3067\u52a0\u91cd MAPE \u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u5b9f\u969b\u306e\u5024\u3068\u4e88\u6e2c\u5024\u3092 2 \u3064\u306e\u5225\u3005\u306e\u5217\u306b\u5165\u529b\u3057\u307e\u3059\u3002<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6005 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wmape1.png\" alt=\"Excel \u306e\u751f\u30c7\u30fc\u30bf\" width=\"377\" height=\"350\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u5404\u884c\u306e\u91cd\u307f\u4ed8\u3051\u8aa4\u5dee\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u91cd\u307f\u4ed8\u304d\u8aa4\u5dee\u306f\u6b21\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u308b\u3053\u3068\u3092\u601d\u3044\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \/ |\u672c\u7269| *100* \u672c\u7269\u3002\u3053\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u3001\u5404\u884c\u306e\u91cd\u307f\u4ed8\u3051\u8aa4\u5dee\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u5217 D \u306f\u91cd\u307f\u4ed8\u3051\u8aa4\u5dee\u3092\u793a\u3057\u3001\u5217 E \u306f\u4f7f\u7528\u3057\u305f\u5f0f\u3092\u793a\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6006 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wmape2.png\" alt=\"Excel \u306e\u52a0\u91cd MAPE \u5f0f\" width=\"532\" height=\"322\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5f0f\u3092\u884c\u3054\u3068\u306b\u7e70\u308a\u8fd4\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6007 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wmape3.png\" alt=\"Excel \u306e\u52a0\u91cd MAPE\" width=\"558\" height=\"351\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u5b9f\u969b\u306e\u5024\u306e\u5408\u8a08\u3092\u6c42\u3081\u307e\u3059\u3002<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6008 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wmape4.png\" alt=\"Excel \u3067\u306e\u52a0\u91cd MAPE \u306e\u4f8b\" width=\"559\" height=\"342\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 4: \u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f MAPE \u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u5f8c\u306b\u3001\u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f\u8aa4\u5dee\u306e\u5408\u8a08\u3092\u5b9f\u969b\u306e\u5024\u306e\u5408\u8a08\u3067\u5272\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f MAPE \u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6009 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wmape5.png\" alt=\"Excel \u306e\u52a0\u91cd MAPE \u5f0f\" width=\"577\" height=\"404\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f MAPE \u306f<strong>5.92<\/strong> <strong>%<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30af\u30bb\u30eb\u30ab\u30fc\u30c8\u3099\/\" target=\"_blank\" rel=\"noopener\">Excel \u3067\u5e73\u5747\u7d76\u5bfe\u30d1\u30fc\u30bb\u30f3\u30c8\u8aa4\u5dee (MAPE) \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/excel\u3066\u3099\u5e73\u5747\u4e8c\u4e57mse\u8aa4\u5dee\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">Excel \u3067\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee (MSE) \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u30e1\u30c8\u30ea\u30af\u30b9\u306e 1 \u3064\u306fMAPE\u3067\u3001\u3053\u308c\u306f\u5e73\u5747\u7d76\u5bfe\u30d1\u30fc\u30bb\u30f3\u30c8\u8aa4\u5dee\u3092\u8868\u3057\u307e\u3059\u3002 MAPE \u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002 MAPE = (1\/n) * \u03a3(|\u5b9f\u969b \u2013 \u4e88 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-632","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Excel \u3067\u52a0\u91cd MAPE \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5 \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Excel \u3067\u52a0\u91cd MAPE \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u4f8b\u3092\u542b\u3081\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta 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