{"id":195,"date":"2023-09-15T18:40:28","date_gmt":"2023-09-15T09:40:28","guid":{"rendered":"https:\/\/awesome-note.com\/?p=195"},"modified":"2023-09-30T13:09:17","modified_gmt":"2023-09-30T04:09:17","slug":"%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98","status":"publish","type":"post","link":"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/","title":{"rendered":"[\ub370\uc774\ud130 \uc804\ucc98\ub9ac3] \ubd84\uc11d \ubcc0\uc218 \ucc98\ub9ac(\ud30c\uc0dd \ubcc0\uc218 \uc0dd\uc131, \ubcc0\uc218 \ubcc0\ud658, \ubd88\uade0\ud615 \ub370\uc774\ud130 \ucc98\ub9ac)"},"content":{"rendered":"\n<p>\ub370\uc774\ud130 \uc804\ucc98\ub9ac \uc911 &#8216;\ubd84\uc11d \ubcc0\uc218 \ucc98\ub9ac&#8217;\uc5d0\ub294 \ud06c\uac8c (1) \ubcc0\uc218 \uc120\ud0dd, (2) \ucc28\uc6d0 \ucd95\uc18c, (3) \ud30c\uc0dd \ubcc0\uc218 \uc0dd\uc131, (4) \ubcc0\uc218 \ubcc0\ud658, (5) \ubd88\uade0\ud615 \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc911 &#8216;\ubcc0\uc218 \uc120\ud0dd \ubc0f \ucc28\uc6d0 \ucd95\uc18c&#8217;\ub294 \uc9c0\ub09c \ud3ec\uc2a4\ud305(<a href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac2-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%eb%b3%80%ec%88%98-%ec%84%a0%ed%83%9d-%ec%b0%a8%ec%9b%90-%ec%b6%95%ec%86%8c\/\" data-type=\"link\" data-id=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac2-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%eb%b3%80%ec%88%98-%ec%84%a0%ed%83%9d-%ec%b0%a8%ec%9b%90-%ec%b6%95%ec%86%8c\/\">\ubc14\ub85c\uac00\uae30<\/a>)\uc744 \ud1b5\ud574 \uc18c\uac1c\ud574\ub4dc\ub838\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 \ub098\uba38\uc9c0 \ubd84\uc11d \ubcc0\uc218 \ucc98\ub9ac \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 counter-hierarchy ez-toc-counter ez-toc-white ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#1_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A0%84%EC%B2%98%EB%A6%AC_%E2%80%93_%EB%B6%84%EC%84%9D_%EB%B3%80%EC%88%98_%EC%B2%98%EB%A6%AC\" title=\"1. \ub370\uc774\ud130 \uc804\ucc98\ub9ac &#8211; \ubd84\uc11d \ubcc0\uc218 \ucc98\ub9ac\">1. \ub370\uc774\ud130 \uc804\ucc98\ub9ac &#8211; \ubd84\uc11d \ubcc0\uc218 \ucc98\ub9ac<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#1_%ED%8C%8C%EC%83%9D_%EB%B3%80%EC%88%98_%EC%83%9D%EC%84%B1\" title=\"1) \ud30c\uc0dd \ubcc0\uc218 \uc0dd\uc131\">1) \ud30c\uc0dd \ubcc0\uc218 \uc0dd\uc131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#2_%EB%B3%80%EC%88%98_%EB%B3%80%ED%99%98\" title=\"2) \ubcc0\uc218 \ubcc0\ud658\">2) \ubcc0\uc218 \ubcc0\ud658<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#2-1_%EB%B2%94%EC%A3%BC%ED%98%95_%EB%B3%80%ED%99%98\" title=\"2-1) \ubc94\uc8fc\ud615 \ubcc0\ud658\">2-1) \ubc94\uc8fc\ud615 \ubcc0\ud658<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#2-2_%EC%A0%95%EA%B7%9C%ED%99%94\" title=\"2-2) \uc815\uaddc\ud654\">2-2) \uc815\uaddc\ud654<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#2-3_%EB%A1%9C%EA%B7%B8_%EB%B3%80%ED%99%98\" title=\"2-3) \ub85c\uadf8 \ubcc0\ud658\">2-3) \ub85c\uadf8 \ubcc0\ud658<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#3_%EB%B6%88%EA%B7%A0%ED%98%95_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%B2%98%EB%A6%AC\" title=\"3) \ubd88\uade0\ud615 \ub370\uc774\ud130 \ucc98\ub9ac\">3) \ubd88\uade0\ud615 \ub370\uc774\ud130 \ucc98\ub9ac<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#3-1_%EA%B0%80%EC%A4%91%EC%B9%98_%EA%B7%A0%ED%98%95%EB%B0%A9%EB%B2%95\" title=\"3-1) \uac00\uc911\uce58 \uade0\ud615\ubc29\ubc95\">3-1) \uac00\uc911\uce58 \uade0\ud615\ubc29\ubc95<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#3-2_%EC%96%B8%EB%8D%94_%EC%83%98%ED%94%8C%EB%A7%81\" title=\"3-2) \uc5b8\ub354 \uc0d8\ud50c\ub9c1\">3-2) \uc5b8\ub354 \uc0d8\ud50c\ub9c1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#3-3_%EC%98%A4%EB%B2%84_%EC%83%98%ED%94%8C%EB%A7%81\" title=\"3-3) \uc624\ubc84 \uc0d8\ud50c\ub9c1\">3-3) \uc624\ubc84 \uc0d8\ud50c\ub9c1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/#3-4_%EC%95%99%EC%83%81%EB%B8%94\" title=\"3-4) \uc559\uc0c1\ube14\">3-4) \uc559\uc0c1\ube14<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A0%84%EC%B2%98%EB%A6%AC_%E2%80%93_%EB%B6%84%EC%84%9D_%EB%B3%80%EC%88%98_%EC%B2%98%EB%A6%AC\"><\/span>1. \ub370\uc774\ud130 \uc804\ucc98\ub9ac &#8211; \ubd84\uc11d \ubcc0\uc218 \ucc98\ub9ac<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%ED%8C%8C%EC%83%9D_%EB%B3%80%EC%88%98_%EC%83%9D%EC%84%B1\"><\/span>1) \ud30c\uc0dd \ubcc0\uc218 \uc0dd\uc131<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\ud30c\uc0dd \ubcc0\uc218(Derived Variables)\ub294 \uc27d\uac8c \ub9d0\ud558\uc790\uba74 \uc0ac\uc6a9\uc790\uac00 \uae30\uc874 \ubcc0\uc218\ub97c \uc870\ud569\ud574\uc11c \uc0c8\ub86d\uac8c \ub9cc\ub4e0 \ubcc0\uc218\uc785\ub2c8\ub2e4. \uadf8\ub807\uae30 \ub54c\ubb38\uc5d0 \ub9e4\uc6b0 \uc8fc\uad00\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\uc815\uc0c1\ud669\uc5d0\ub9cc \uc720\uc758\ubbf8\ud558\uc9c0 \uc54a\uac8c \ub300\ud45c\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4\uc57c \ud558\uba70, \ub17c\ub9ac\uc801 \ud0c0\ub2f9\uc131\uc744 \uac16\ucdb0 \uac1c\ubc1c\ud574\uc57c \ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub2e8\uc704 \ubcc0\ud658 : \ubcc0\uc218 \ub2e8\uc704\ub098 \ucc99\ub3c4\ub97c \ubcc0\ud658<\/li>\n\n\n\n<li>\uc694\uc57d \ud1b5\uacc4\ub7c9 \ubcc0\ud658 <\/li>\n\n\n\n<li>\ubcc0\uc218 \ubd84\ud574  \uc608) \uc8fc\ubbfc\ub4f1\ub85d\ubc88\ud638\ub97c \ub098\uc774\ub85c \uc801\uc6a9<\/li>\n\n\n\n<li>\ubcc0\uc218 \uacb0\ud569 : \uc218\ud559\uc801 \uacb0\ud569\uc744 \ud65c\uc6a9 \uc608) \ud0a4, \ubab8\ubb34\uac8c\ub85c BMI \uad6c\ud558\uae30<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EB%B3%80%EC%88%98_%EB%B3%80%ED%99%98\"><\/span>2) \ubcc0\uc218 \ubcc0\ud658<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\ubcc0\uc218 \ubcc0\ud658(Variable Transformation)\uc740 \ubd84\uc11d\ud558\uae30 \uc6a9\uc774\ud558\uac8c \ub370\uc774\ud130\ub97c \ubc14\uafb8\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \ubcc0\uc218 \ubcc0\ud658 \ubc29\ubc95\uc740 \uc544\ub798\uc640 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2-1_%EB%B2%94%EC%A3%BC%ED%98%95_%EB%B3%80%ED%99%98\"><\/span>2-1) \ubc94\uc8fc\ud615 \ubcc0\ud658<span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc5f0\uc18d\ud615 \ubcc0\uc218 \uc911\uc5d0\uc11c \ubd84\uc11d\uacb0\uacfc\uc758 \uba85\ub8cc\uc131, \uc815\ud655\uc131\uc744 \uac15\ud654\ud558\uae30 \uc704\ud574 \ubc94\uc8fc\ud615\uc73c\ub85c \ubcc0\ud658<\/li>\n\n\n\n<li>\uc608) \uc0c1\uc704 20% \uc18c\ub4dd\uac00\uc815\uc758 \ubb38\ud654\uc5ec\uac00\ube44 \uc9c0\ucd9c\uc774 \ud558\uc704 20%\ubcf4\ub2e4 10\ubc30 \ub9ce\ub2e4<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2-2_%EC%A0%95%EA%B7%9C%ED%99%94\"><\/span>2-2) \uc815\uaddc\ud654<span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p>\uc5f0\uc18d\uc131(\uc774\uc0b0\ud615) \ub370\uc774\ud130 \uac12\uc744 \uc0ac\uc6a9\ud558\ub294 \ub300\uc2e0 \uc815\uaddc\ud654\ub97c \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ucd5c\uc18c-\ucd5c\ub300 \uc815\uaddc\ud654(Min-Max Normalization) : \ub370\uc774\ud130\ub97c \ud2b9\uc815 \uad6c\uac04\uc73c\ub85c \ubcc0\ud658(0 &lt; \ub370\uc774\ud130 &lt; 1, \ucd5c\uc18c\uac12 0, \ucd5c\ub300\uac12 1), \ub2e8, \uc774\uc0c1\uac12 \uc601\ud5a5\uc744 \ub9ce\uc774 \ubc1b\uc74c<\/li>\n\n\n\n<li>Z-Score : \ud3c9\uade0 1, \ud45c\uc900\ud3b8\ucc28 1\uc758 \ud45c\uc900\uc815\uaddc\ubd84\ud3ec\ub85c \ubcc0\uacbd<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2-3_%EB%A1%9C%EA%B7%B8_%EB%B3%80%ED%99%98\"><\/span>2-3) \ub85c\uadf8 \ubcc0\ud658<span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p>\ub85c\uadf8 \ubcc0\ud658(Log Transformation)\uc740 \ub370\uc774\ud130 \uc218\uce58 \uac12\uc744 \uadf8\ub300\ub85c \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uace0,  \ub370\uc774\ud130\uc5d0 \ub85c\uadf8\ub97c \ucde8\ud55c \uac12\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub85c\uadf8\ub97c \ucde8\ud560 \uacbd\uc6b0, \uadf8 \ubd84\ud3ec\uac00 \uc815\uaddc \ubd84\ud3ec\uc5d0 \uac00\uae5d\uac8c \ub418\ub294 \uacbd\uc6b0\uac00 \uc788\ub294\ub370, \uc774\ub97c \ub85c\uadf8\uc815\uaddc\ubd84\ud3ec\ub97c \uac00\uc9c4\ub2e4\uace0 \ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uc774 \uc678\uc5d0\ub3c4 \uc5ed\uc218 \ubcc0\ud658, \uc9c0\uc218 \ubcc0\ud658, \uc81c\uacf1\uadfc \ubcc0\ud658 \ub4f1\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ub300\ud55c \uc758\ubbf8\ub97c \uc880 \ub354 \uc6a9\uc774\ud558\uac8c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EB%B6%88%EA%B7%A0%ED%98%95_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%B2%98%EB%A6%AC\"><\/span>3) \ubd88\uade0\ud615 \ub370\uc774\ud130 \ucc98\ub9ac<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\uac01 \ud074\ub798\uc2a4\uac00 \uac00\uc9c0\uace0 \uc788\ub294 \ub370\uc774\ud130 \uc591\uc758 \ucc28\uc774\uac00 \ud074 \uacbd\uc6b0, \ud074\ub798\uc2a4 \ubd88\uade0\ud615\uc774 \uc788\ub2e4\uace0 \ud45c\ud604\ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud788 \ub354 \uc6b0\uc138\ud55c \ud074\ub798\uc2a4\ub97c \uc608\uce21\ud558\ub824\uace0 \ud558\uae30 \ub54c\ubb38\uc5d0 \uc815\ud655\ub3c4(accuracy)\ub294 \ub192\uc544\uc9c8 \uc218 \uc788\uc73c\ub098, \ub370\uc774\ud130 \uc591\uc774 \uc801\uc740 \ud074\ub798\uc2a4\uc758 \uc7ac\ud604\uc728(recall-rate)\uc774 \ub0ae\uc544\uc9c0\ub294 \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ubaa8\ub378\uc758 \uc815\ud655\ub3c4 \uc815\ub3c4\ub97c \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc624\ucc28\ud589\ub82c(Confusion matrix)\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \ubd84\ub958 \ubaa8\ub378\uc744 \ud3c9\uac00\ud558\ub294 \uc9c0\ud45c\uc5d0\ub294 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\ub3c4, F1 Score \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc815\ud655\ub3c4(Accuracy) :  \uc633\uc740 \uc608\uce21 \/ \uc804\uccb4 \uc608\uce21<\/li>\n\n\n\n<li>\uc815\ubc00\ub3c4(Precision) : \uc2e4\uc81c\uac12 True \/ \uc608\uce21\uac12 True<\/li>\n\n\n\n<li>\uc7ac\ud604\uc728(Recall) : \uc608\uce21\uac12 True \/ \uc2e4\uc81c\uac12 True<\/li>\n\n\n\n<li>F1 Score :  2 * ((\uc815\ubc00\ub3c4 *  \uc7ac\ud604\uc728) \/ (\uc815\ubc00\ub3c4 + \uc7ac\ud604\uc728))<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/awesome-note.com\/wp-content\/uploads\/2023\/09\/\ub370\uc774\ud130-\uc804\ucc98\ub9ac_-\ubd88\uade0\ud615-\ub370\uc774\ud130-\ucc98\ub9ac_\uc624\ucc28\ud589\ub82cConfusion-matrix-\ubc0f-\ubd84\ub958\uc131\ub2a5\ud3c9\uac00\uc9c0\ud45c-1024x585.png\" alt=\"\" class=\"wp-image-198\" title=\"\" srcset=\"https:\/\/awesome-note.com\/wp-content\/uploads\/2023\/09\/\ub370\uc774\ud130-\uc804\ucc98\ub9ac_-\ubd88\uade0\ud615-\ub370\uc774\ud130-\ucc98\ub9ac_\uc624\ucc28\ud589\ub82cConfusion-matrix-\ubc0f-\ubd84\ub958\uc131\ub2a5\ud3c9\uac00\uc9c0\ud45c-1024x585.png 1024w, https:\/\/awesome-note.com\/wp-content\/uploads\/2023\/09\/\ub370\uc774\ud130-\uc804\ucc98\ub9ac_-\ubd88\uade0\ud615-\ub370\uc774\ud130-\ucc98\ub9ac_\uc624\ucc28\ud589\ub82cConfusion-matrix-\ubc0f-\ubd84\ub958\uc131\ub2a5\ud3c9\uac00\uc9c0\ud45c-300x171.png 300w, https:\/\/awesome-note.com\/wp-content\/uploads\/2023\/09\/\ub370\uc774\ud130-\uc804\ucc98\ub9ac_-\ubd88\uade0\ud615-\ub370\uc774\ud130-\ucc98\ub9ac_\uc624\ucc28\ud589\ub82cConfusion-matrix-\ubc0f-\ubd84\ub958\uc131\ub2a5\ud3c9\uac00\uc9c0\ud45c-768x439.png 768w, https:\/\/awesome-note.com\/wp-content\/uploads\/2023\/09\/\ub370\uc774\ud130-\uc804\ucc98\ub9ac_-\ubd88\uade0\ud615-\ub370\uc774\ud130-\ucc98\ub9ac_\uc624\ucc28\ud589\ub82cConfusion-matrix-\ubc0f-\ubd84\ub958\uc131\ub2a5\ud3c9\uac00\uc9c0\ud45c.png 1231w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\uc624\ucc28\ud589\ub82c(Confusion Matrix) \ubc0f \ubd84\ub958\uc131\ub2a5\ud3c9\uac00\uc9c0\ud45c<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\ubd84\ub958 \ub370\uc774\ud130\uc758 &#8216;\ubd88\uade0\ud615 \ub370\uc774\ud130&#8217;\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3-1_%EA%B0%80%EC%A4%91%EC%B9%98_%EA%B7%A0%ED%98%95%EB%B0%A9%EB%B2%95\"><\/span>3-1) \uac00\uc911\uce58 \uade0\ud615\ubc29\ubc95<span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p>\ub370\uc774\ud130 \uc190\uc2e4(loss) \uacc4\uc0b0 \uc2dc, \ud2b9\uc815 \ud074\ub798\uc2a4\uc758 \ub370\uc774\ud130\uc5d0 \ub354 \ud070 loss \uac12\uc744 \uac16\ub3c4\ub85d \ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3-2_%EC%96%B8%EB%8D%94_%EC%83%98%ED%94%8C%EB%A7%81\"><\/span>3-2) \uc5b8\ub354 \uc0d8\ud50c\ub9c1<span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p>\ub2e4\uc218 \ud074\ub798\uc2a4\uc758 \uc77c\ubd80\ub9cc \uc120\ud0dd\ud558\uc5ec \uc0ac\uc6a9\ud558\uace0, \uc18c\uc218 \ud074\ub798\uc2a4\ub294 \ucd5c\ub300\ud55c \ub9ce\uc740 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub2e8, \uc5b8\ub354 \uc0d8\ud50c\ub9c1\uc744 \uc0ac\uc6a9\ud560 \uacbd\uc6b0, \uc911\uc694\ud55c \uc815\uc0c1 \ub370\uc774\ud130\ub97c \uc783\uac8c \ub420 \uc218\ub3c4 \uc788\uc73c\ub2c8 \uc720\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3-3_%EC%98%A4%EB%B2%84_%EC%83%98%ED%94%8C%EB%A7%81\"><\/span>3-3) \uc624\ubc84 \uc0d8\ud50c\ub9c1<span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p>\uc18c\uc218 \ud074\ub798\uc2a4\uc758 \ub370\uc774\ud130 \uc591\uc744 \ub298\ub824\uc11c,  \ub2e4\uc218 \ud074\ub798\uc2a4\uc758 \uc218\ub9cc\ud07c \ub370\uc774\ud130\ub97c \uc801\uc808\ud55c \uc218\uc900\uc73c\ub85c \ub9de\ucd94\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc815\ubcf4\uac00 \uc190\uc2e4\ub418\uc9c0 \uc54a\uc740 \uc7a5\uc810\uc740 \uc788\uc73c\ub098, \ubcf5\uc81c\ub41c \uad00\uce21\uce58\ub97c \uc6d0\ub798 \ub370\uc774\ud130\uc5d0 \ucd94\uac00\ud560 \uacbd\uc6b0 \uacfc\ub300\uc801\ud569\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uacfc\ub300\uc801\ud569\uc740 \uc8fc\uc5b4\uc9c4 \ud559\uc2b5 \ub370\uc774\ud130\ub97c \ud544\uc694 \uc774\uc0c1\uc73c\ub85c \ub108\ubb34 \ub9ce\uc774 \ud559\uc2b5\ud558\ub294 \uac83\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774 \uacbd\uc6b0, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c \uc81c\ub300\ub85c \uc608\uce21\ud558\uae30 \uc5b4\ub824\uc6b8 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 Feature \uac1c\uc218\ub97c \uc904\uc774\uac70\ub098 Regularization \ub4f1\uc758 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3-4_%EC%95%99%EC%83%81%EB%B8%94\"><\/span>3-4) \uc559\uc0c1\ube14<span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p>\uc5ec\ub7ec\uac00\uc9c0 \ubaa8\ud615\ub4e4\uc758 \uacb0\uacfc\ub97c \uc885\ud569\ud574 \ucd5c\uc885 \uc758\uc0ac\uacb0\uc815\uc5d0 \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub370\uc774\ud130 \uc804\ucc98\ub9ac \uc911 &#8216;\ubd84\uc11d \ubcc0\uc218 \ucc98\ub9ac&#8217;\uc5d0\ub294 \ud06c\uac8c (1) \ubcc0\uc218 \uc120\ud0dd, (2) \ucc28\uc6d0 \ucd95\uc18c, (3) \ud30c\uc0dd \ubcc0\uc218 \uc0dd\uc131, (4) \ubcc0\uc218 \ubcc0\ud658, (5) \ubd88\uade0\ud615 \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc911 &#8216;\ubcc0\uc218 \uc120\ud0dd \ubc0f \ucc28\uc6d0 \ucd95\uc18c&#8217;\ub294 \uc9c0\ub09c \ud3ec\uc2a4\ud305(\ubc14\ub85c\uac00\uae30)\uc744 \ud1b5\ud574 \uc18c\uac1c\ud574\ub4dc\ub838\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 \ub098\uba38\uc9c0 \ubd84\uc11d<\/p>\n<div class=\"read-more-section\"><a class=\"custom-readmore-button\" href=\"https:\/\/awesome-note.com\/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%84%ec%b2%98%eb%a6%ac3-%eb%b6%84%ec%84%9d-%eb%b3%80%ec%88%98-%ec%b2%98%eb%a6%ac%ed%8c%8c%ec%83%9d-%eb%b3%80%ec%88%98-%ec%83%9d%ec%84%b1-%eb%b3%80%ec%88%98\/\">\uc790\uc138\ud788 \ubcf4\uae30 &rarr;<\/a><\/div>\n","protected":false},"author":1,"featured_media":265,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[6],"tags":[76,96,86,97,15,99,100,98,95],"class_list":["post-195","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bigdata","tag-76","tag-96","tag-86","tag-97","tag-15","tag-99","tag-100","tag-98","tag-95","infinite-scroll-item","resize-featured-image"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/awesome-note.com\/wp-content\/uploads\/2023\/09\/\ub370\uc774\ud130-\uc804\ucc98\ub9ac_\ubd84\uc11d-\ubcc0\uc218-\ucc98\ub9ac_\ud30c\uc0dd-\ubcc0\uc218-\uc0dd\uc131-\ubcc0\uc218-\ubcc0\ud658-\ubd88\uade0\ud615-\ub370\uc774\ud130-\ucc98\ub9ac.png","_links":{"self":[{"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/posts\/195"}],"collection":[{"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/comments?post=195"}],"version-history":[{"count":5,"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/posts\/195\/revisions"}],"predecessor-version":[{"id":203,"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/posts\/195\/revisions\/203"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/media\/265"}],"wp:attachment":[{"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/media?parent=195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/categories?post=195"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/awesome-note.com\/wp-json\/wp\/v2\/tags?post=195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}