{"id":635,"date":"2023-07-29T06:33:35","date_gmt":"2023-07-29T06:33:35","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%8a%a0%e6%9d%83-excel-%e5%9c%b0%e5%9b%be\/"},"modified":"2023-07-29T06:33:35","modified_gmt":"2023-07-29T06:33:35","slug":"%e5%8a%a0%e6%9d%83-excel-%e5%9c%b0%e5%9b%be","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%8a%a0%e6%9d%83-excel-%e5%9c%b0%e5%9b%be\/","title":{"rendered":"\u5982\u4f55\u5728 excel \u4e2d\u8ba1\u7b97\u52a0\u6743 mape"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u8861\u91cf\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u6027\u7684\u6700\u5e38\u7528\u6307\u6807\u4e4b\u4e00\u662f<strong>MAPE<\/strong> \uff0c\u5b83\u4ee3\u8868<strong>\u5e73\u5747\u7edd\u5bf9\u767e\u5206\u6bd4\u8bef\u5dee<\/strong>\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">MAPE\u7684\u8ba1\u7b97\u516c\u5f0f\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>MAPE<\/strong> = (1\/n) * \u03a3(|\u5b9e\u9645 \u2013 \u9884\u6d4b| \/ |\u5b9e\u9645|) * 100<\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u03a3\u2014\u2014<\/strong>\u4e00\u4e2a\u5947\u7279\u7684\u7b26\u53f7\uff0c\u610f\u601d\u662f\u201c\u548c\u201d<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n\u2014\u2014<\/strong>\u6837\u672c\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>real\u2014\u2014<\/strong>\u6570\u636e\u7684\u5b9e\u9645\u503c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u9884\u6d4b<\/strong>\u2014\u2014\u6570\u636e\u7684\u9884\u671f\u503c<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">MAPE \u4e4b\u6240\u4ee5\u5e38\u7528\uff0c\u662f\u56e0\u4e3a\u5b83\u6613\u4e8e\u89e3\u91ca\u548c\u89e3\u91ca\u3002\u4f8b\u5982\uff0cMAPE \u503c\u4e3a 8% \u8868\u793a\u9884\u6d4b\u503c\u4e0e\u5b9e\u9645\u503c\u4e4b\u95f4\u7684\u5e73\u5747\u5dee\u5f02\u4e3a 8%\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c<\/span> <span style=\"color: #000000;\">MAPE \u5728\u5904\u7406\u5c11\u91cf\u6570\u636e\u65f6\u8868\u73b0\u4e0d\u4f73\u3002\u4f8b\u5982\uff0c\u5982\u679c\u67d0\u4e2a\u9879\u76ee\u7684\u5b9e\u9645\u9700\u6c42\u4e3a 2\uff0c\u9884\u6d4b\u4e3a 1\uff0c\u5219\u7edd\u5bf9\u767e\u5206\u6bd4\u8bef\u5dee\u503c\u4e3a |2-1| \/ |2| = 50%\uff0c\u8fd9\u4f7f\u5f97\u9884\u6d4b\u8bef\u5dee\u663e\u5f97\u76f8\u5f53\u9ad8\uff0c\u5373\u4f7f\u9884\u6d4b\u4ec5\u504f\u79bb 1 \u4e2a\u5355\u4f4d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u56e0\u6b64\uff0cMAPE \u7684\u66ff\u4ee3\u65b9\u6848\u662f<strong>\u52a0\u6743<\/strong><strong>MAPE<\/strong> \uff0c\u5176\u8ba1\u7b97\u5982\u4e0b\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u52a0\u6743 MAPE<\/strong> = \u03a3(|\u5b9e\u9645 \u2013 \u9884\u6d4b| \/ |\u5b9e\u9645|) * 100 * \u5b9e\u9645 \/ \u03a3(\u5b9e\u9645)<\/span><\/p>\n<p><span style=\"color: #000000;\">\u901a\u8fc7\u6309\u4f53\u79ef\u5bf9\u8bef\u5dee\u767e\u5206\u6bd4\u8fdb\u884c\u52a0\u6743\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u597d\u5730\u4e86\u89e3\u771f\u5b9e\u8bef\u5dee\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Excel \u4e2d\u8ba1\u7b97\u52a0\u6743 MAPE\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aExcel \u4e2d\u7684\u52a0\u6743 MAPE<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u8981\u5728Excel\u4e2d\u8ba1\u7b97\u52a0\u6743MAPE\uff0c\u6211\u4eec\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa41\uff1a\u5728\u4e24\u4e2a\u5355\u72ec\u7684\u5217\u4e2d\u8f93\u5165\u5b9e\u9645\u503c\u548c\u9884\u6d4b\u503c\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 \u4e2d\u7684\u539f\u59cb\u6570\u636e\" width=\"377\" height=\"350\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 2\uff1a\u8ba1\u7b97\u6bcf\u884c\u7684\u52a0\u6743\u8bef\u5dee\u3002<\/strong><\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u56de\u60f3\u4e00\u4e0b\uff0c\u52a0\u6743\u8bef\u5dee\u7684\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b\uff1a|\u5b9e\u9645\u9884\u6d4b| \/ |\u771f\u5b9e| *100*\u771f\u5b9e\u3002\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e2a\u516c\u5f0f\u6765\u8ba1\u7b97\u6bcf\u884c\u7684\u52a0\u6743\u8bef\u5dee\u3002<\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"> <span style=\"color: #000000;\">D \u5217\u663e\u793a\u52a0\u6743\u8bef\u5dee\uff0cE \u5217\u663e\u793a\u6211\u4eec\u4f7f\u7528\u7684\u516c\u5f0f\uff1a<\/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 \u4e2d\u7684\u52a0\u6743 MAPE \u516c\u5f0f\" width=\"532\" height=\"322\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u4e3a\u6bcf\u4e00\u884c\u91cd\u590d\u8fd9\u4e2a\u516c\u5f0f\uff1a<\/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 \u4e2d\u7684\u52a0\u6743 MAPE\" width=\"558\" height=\"351\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 3\uff1a\u6c42\u5b9e\u9645\u503c\u7684\u603b\u548c\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 \u4e2d\u7684\u52a0\u6743 MAPE \u793a\u4f8b\" width=\"559\" height=\"342\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa44\uff1a\u8ba1\u7b97\u52a0\u6743MAPE\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u540e\uff0c\u6211\u4eec\u5c06\u603b\u52a0\u6743\u8bef\u5dee\u9664\u4ee5\u5b9e\u9645\u503c\u4e4b\u548c\u6765\u8ba1\u7b97\u52a0\u6743 MAPE\uff1a<\/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 \u4e2d\u7684\u52a0\u6743 MAPE \u516c\u5f0f\" width=\"577\" height=\"404\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u52a0\u6743 MAPE \u7ed3\u679c\u4e3a<strong>5.92<\/strong> <strong>%<\/strong> \u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/excel\u5361\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Excel \u4e2d\u8ba1\u7b97\u5e73\u5747\u7edd\u5bf9\u767e\u5206\u6bd4\u8bef\u5dee (MAPE)<\/a><br \/> <a href=\"https:\/\/statorials.org\/cn\/excel\u4e2d\u5982\u4f55\u8ba1\u7b97\u5747\u65b9mse\u8bef\u5dee\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Excel \u4e2d\u8ba1\u7b97\u5747\u65b9\u8bef\u5dee (MSE)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8861\u91cf\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u6027\u7684\u6700\u5e38\u7528\u6307\u6807\u4e4b\u4e00\u662fMAPE \uff0c\u5b83\u4ee3\u8868\u5e73\u5747\u7edd\u5bf9\u767e\u5206\u6bd4\u8bef\u5dee\u3002 MAPE\u7684\u8ba1\u7b97\u516c\u5f0f\u5982\u4e0b\uff1a MAPE [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-635","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO 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