{"id":2425,"date":"2023-07-22T07:58:40","date_gmt":"2023-07-22T07:58:40","guid":{"rendered":"https:\/\/statorials.org\/ko\/python%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85\/"},"modified":"2023-07-22T07:58:40","modified_gmt":"2023-07-22T07:58:40","slug":"python%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/python%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85\/","title":{"rendered":"Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Seaborn \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/seaborn.pydata.org\/generated\/seaborn.regplot.html\" target=\"_blank\" rel=\"noopener\">regplot()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\nsns. <span style=\"color: #3366ff;\">regplot<\/span> (x=x, y=y, data=df, logistic= <span style=\"color: #008000;\">True<\/span> <span style=\"color: #008080;\"><span style=\"color: #000000;\">, ci= <span style=\"color: #008000;\">None<\/span> )<\/span><\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120 \uadf8\ub9ac\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 <a href=\"https:\/\/www.statlearning.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to Statistical Learning \ucc45<\/a> \uc758 <strong>\uae30\ubcf8<\/strong> \ub370\uc774\ud130\uc138\ud2b8\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc138\ud2b8 \uc694\uc57d\uc744 \ub85c\ub4dc\ud558\uace0 \ud45c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#import dataset from CSV file on Github\n<span style=\"color: #000000;\">url = \"https:\/\/raw.githubusercontent.com\/Statorials\/Python-Guides\/main\/default.csv\"\ndata = pd. <span style=\"color: #3366ff;\">read_csv<\/span> (url)\n<\/span><\/span>\n<span style=\"color: #008080;\">#view first six rows of dataset\n<\/span>data[0:6]\n\n        default student balance income\n0 0 0 729.526495 44361.625074\n1 0 1 817.180407 12106.134700\n2 0 0 1073.549164 31767.138947\n3 0 0 529.250605 35704.493935\n4 0 0 785.655883 38463.495879\n5 0 1 919.588530 7491.558572  \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\ub294 10,000\uba85\uc758 \uac1c\uc778\uc5d0 \ub300\ud55c \ub2e4\uc74c \uc815\ubcf4\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\uae30\ubcf8\uac12:<\/strong> \uac1c\uc778\uc774 \ucc44\ubb34 \ubd88\uc774\ud589\uc744 \ud588\ub294\uc9c0 \uc5ec\ubd80\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ud559\uc0dd:<\/strong> \uac1c\uc778\uc774 \ud559\uc0dd\uc778\uc9c0 \uc5ec\ubd80\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc794\uc561:<\/strong> \uac1c\uc778\uc774 \ubcf4\uc720\ud558\uace0 \uc788\ub294 \ud3c9\uade0 \uc794\uc561\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc18c\ub4dd:<\/strong> \uac1c\uc778\uc758 \uc18c\ub4dd.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 \uac1c\uc778\uc774 \ucc44\ubb34\ub97c \ubd88\uc774\ud589\ud560 \ud655\ub960\uc744 \uc608\uce21\ud558\uae30 \uc704\ud574 &#8220;\uade0\ud615&#8221;\uc744 \uc0ac\uc6a9\ud558\ub294 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uad6c\ucd95\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define the predictor variable and the response variable\n<span style=\"color: #000000;\">x = data[' <span style=\"color: #ff0000;\">balance<\/span> ']\ny = data[' <span style=\"color: #ff0000;\">default<\/span> ']<\/span>\n\n#plot logistic regression curve\n<span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">regplot<\/span> (x=x, y=y, data=data, logistic= <span style=\"color: #008000;\">True<\/span> , ci= <span style=\"color: #008000;\">None<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-21793 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regplot1.png\" alt=\"\" width=\"540\" height=\"358\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">x\ucd95\uc740 \uc608\uce21\ubcc0\uc218 &#8216;\uade0\ud615&#8217;\uc758 \uac12\uc744 \ub098\ud0c0\ub0b4\uace0, y\ucd95\uc740 \uc608\uce21\ub41c \ubd80\ub3c4\ud655\ub960\uc744 \ub098\ud0c0\ub0b8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 \ub354 \ub192\uc740 \uade0\ud615 \uac00\uce58\uac00 \uac1c\uc778\uc774 \ucc44\ubb34\ub97c \ubd88\uc774\ud589\ud560 \ud655\ub960\uc774 \ub354 \ub192\ub2e4\ub294 \uac83\uc744 \ubd84\uba85\ud788 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Scatter_kws<\/strong> \ubc0f <strong>line_kws\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \ud50c\ub86f\uc758 \uc810\uacfc \uace1\uc120\uc758 \uc0c9\uc0c1\uc744 \ubcc0\uacbd\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define the predictor variable and the response variable\n<span style=\"color: #000000;\">x = data[' <span style=\"color: #ff0000;\">balance<\/span> ']\ny = data[' <span style=\"color: #ff0000;\">default<\/span> ']<\/span>\n\n#plot logistic regression curve with black points and red line\n<span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">regplot<\/span> (x=x, y=y, data=data, logistic= <span style=\"color: #008000;\">True<\/span> , ci= <span style=\"color: #008000;\">None<\/span> ),\n            scatter_kws={' <span style=\"color: #ff0000;\">color<\/span> ': ' <span style=\"color: #ff0000;\">black<\/span> '}, line_kws={' <span style=\"color: #ff0000;\">color<\/span> ': ' <span style=\"color: #ff0000;\">red<\/span> '})<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-21794 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regplot2.png\" alt=\"Python\uc758 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\" width=\"544\" height=\"363\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud50c\ub86f\uc5d0\uc11c \uc6d0\ud558\ub294 \uc0c9\uc0c1\uc744 \uc790\uc720\ub86d\uac8c \uc120\ud0dd\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc790\uc2b5\uc11c\uc5d0\uc11c\ub294 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uc5d0 \ub300\ud55c \ucd94\uac00 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-1\/\" target=\"_blank\" rel=\"noopener\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uc18c\uac1c<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-\u1100\u1167\u11af\u1100\u116a\u1105\u1173\u11af-\u1107\u1169\u1100\u1169\u1112\u1161\u1102\u1173\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\/\" target=\"_blank\" rel=\"noopener\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uacb0\uacfc\ub97c \ubcf4\uace0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\ub2e8\uacc4\ubcc4)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Seaborn \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 regplot() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. import seaborn as sns sns. regplot (x=x, y=y, data=df, logistic= True , ci= None ) \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120 \uadf8\ub9ac\uae30 \uc774 \uc608\uc5d0\uc11c\ub294 Introduction to Statistical Learning \ucc45 \uc758 \uae30\ubcf8 \ub370\uc774\ud130\uc138\ud2b8\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub2e4\uc74c [&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-2425","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>Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 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