{"id":1629,"date":"2023-07-25T14:26:50","date_gmt":"2023-07-25T14:26:50","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%b3%e1%84%86%e1%85%a1%e1%84%91%e1%85%b3\/"},"modified":"2023-07-25T14:26:50","modified_gmt":"2023-07-25T14:26:50","slug":"r%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%b3%e1%84%86%e1%85%a1%e1%84%91%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%b3%e1%84%86%e1%85%a1%e1%84%91%e1%85%b3\/","title":{"rendered":"R\uc5d0\uc11c smpe\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\ub300\uce6d \ud3c9\uade0 \uc808\ub300 \ubc31\ubd84\uc728 \uc624\ub958(SMPE)\ub294<\/strong> \ubaa8\ub378\uc758 \uc608\uce21 \uc815\ud655\ub3c4\ub97c \uce21\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>SMAPE<\/strong> = (1\/n) * \u03a3(|\uc608\uce21 \u2013 \uc2e4\uc81c| \/ ((|\uc2e4\uc81c| + |\uc608\uce21|)\/2) * 100<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u03a3<\/strong> &#8211; &#8220;\ud569\uacc4&#8221;\ub97c \uc758\ubbf8\ud558\ub294 \uae30\ud638<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n<\/strong> \u2013 \ud45c\ubcf8 \ud06c\uae30<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>real<\/strong> \u2013 \ub370\uc774\ud130\uc758 \uc2e4\uc81c \uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc608\uce21<\/strong> \u2013 \ub370\uc774\ud130\uc758 \uc608\uc0c1 \uac12<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">SMape \uac12\uc774 \uc791\uc744\uc218\ub85d \uc8fc\uc5b4\uc9c4 \ubaa8\ub378\uc758 \uc608\uce21 \uc815\ud655\ub3c4\uac00 \ub192\uc544\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c SMape\ub97c \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub450 \uac00\uc9c0 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ubc29\ubc95 1: Metrics \ud328\ud0a4\uc9c0\uc758 smap() \uc0ac\uc6a9<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c SMape\ub97c \uacc4\uc0b0\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 <strong>Metrics<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>smape()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (Metrics)\n\n<span style=\"color: #008080;\">#define actual values\n<\/span>actual &lt;- c(12, 13, 14, 15, 15, 22, 27)\n\n<span style=\"color: #008080;\">#define forecasted values\n<\/span>forecast &lt;- c(11, 13, 14, 14, 15, 16, 18)\n\n<span style=\"color: #008080;\">#calculate SMAPE\n<\/span>smape(actual, forecast)\n\n[1] 0.1245302\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 \ubaa8\ub378\uc758 \ub300\uce6d \ud3c9\uade0 \uc808\ub300 \ubc31\ubd84\uc728 \uc624\ucc28\ub294 <strong>12.45%<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ubc29\ubc95 2: \uc790\uc2e0\ub9cc\uc758 \ud568\uc218 \uc791\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">SMape\ub97c \uacc4\uc0b0\ud558\ub294 \ub610 \ub2e4\ub978 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc790\uccb4 \ud568\uc218\ub97c \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>find_smape &lt;- <span style=\"color: #993300;\">function<\/span> (a, f) {\n  <span style=\"color: #3366ff;\">return<\/span> ( <span style=\"color: #008000;\">1<\/span> \/length(a) * sum( <span style=\"color: #008000;\">2<\/span> *abs(fa) \/ (abs(a)+abs(f))* <span style=\"color: #008000;\">100<\/span> ))\n}\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc81c \uac12 \ubca1\ud130\uc640 \uc608\uce21 \uac12 \uc0ac\uc774\uc758 SMAP\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define actual values\n<\/span>actual &lt;- c(12, 13, 14, 15, 15,22, 27)\n\n<span style=\"color: #008080;\">#define forecasted values\n<\/span>forecast &lt;- c(11, 13, 14, 14, 15, 16, 18)\n\n<span style=\"color: #008080;\">#calculate SMAPE\n<\/span>find_smape(actual, forecast)\n\n[1] 12.45302<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\ubc88\uc5d0\ub3c4 SMPE\ub294 <strong>12.45%<\/strong> \ub85c \ub098\ud0c0\ub0ac\uc73c\uba70 \uc774\ub294 \uc774\uc804 \uc608\uc758 \uacb0\uacfc\uc640 \uc77c\uce58\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r-\u110f\u1161\u1103\u1173\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c MAPE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1111\u1167\u11bc\u1100\u1172\u11ab-\u110c\u1165\u11af\u1103\u1162-\u110b\u1169\u1105\u1172\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c MAD\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1111\u1167\u11bc\u1100\u1172\u11ab-\u110c\u1165\u11af\u1103\u1162-\u110b\u1169\u1105\u1172\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c MAE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166\u1109\u1165-rmse\u1105\u1173\u11af-\u1100\u1168\u1109\u1161\u11ab\u1112\u1161\u1102\u1173\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c RMSE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166\u1109\u1165-mse\u1105\u1173\u11af-\u1100\u1168\u1109\u1161\u11ab\u1112\u1161\u1102\u1173\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c MSE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub300\uce6d \ud3c9\uade0 \uc808\ub300 \ubc31\ubd84\uc728 \uc624\ub958(SMPE)\ub294 \ubaa8\ub378\uc758 \uc608\uce21 \uc815\ud655\ub3c4\ub97c \uce21\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4. SMAPE = (1\/n) * \u03a3(|\uc608\uce21 \u2013 \uc2e4\uc81c| \/ ((|\uc2e4\uc81c| + |\uc608\uce21|)\/2) * 100 \uae08: \u03a3 &#8211; &#8220;\ud569\uacc4&#8221;\ub97c \uc758\ubbf8\ud558\ub294 \uae30\ud638 n \u2013 \ud45c\ubcf8 \ud06c\uae30 real \u2013 \ub370\uc774\ud130\uc758 \uc2e4\uc81c \uac12 \uc608\uce21 \u2013 \ub370\uc774\ud130\uc758 \uc608\uc0c1 \uac12 SMape \uac12\uc774 \uc791\uc744\uc218\ub85d \uc8fc\uc5b4\uc9c4 \ubaa8\ub378\uc758 \uc608\uce21 \uc815\ud655\ub3c4\uac00 \ub192\uc544\uc9d1\ub2c8\ub2e4. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-1629","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R\uc5d0\uc11c SMAP\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec R\uc5d0\uc11c SMape(Symmetric Mean Absolute Percentage Error)\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1109\u1173\u1106\u1161\u1111\u1173\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c SMAP\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - 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