{"id":3675,"date":"2023-07-16T04:45:58","date_gmt":"2023-07-16T04:45:58","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%8c%e1%85%b3-%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%85%e1%85%b5\/"},"modified":"2023-07-16T04:45:58","modified_gmt":"2023-07-16T04:45:58","slug":"%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%8c%e1%85%b3-%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%85%e1%85%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%8c%e1%85%b3-%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%85%e1%85%b5\/","title":{"rendered":"Python\uc5d0\uc11c \ubca0\uc774\uc988 \uc815\ub9ac\ub97c \uc801\uc6a9\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\ubca0\uc774\uc988 \uc815\ub9ac\ub294<\/strong> \ub450 \uc0ac\uac74 <em>A<\/em> \uc640 <em>B<\/em> \uc5d0 \ub300\ud574 \ub2e4\uc74c\uacfc \uac19\uc774 \uba85\uc2dc\ud569\ub2c8\ub2e4 <em>.<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\">P(A|B) = P(A)*P(B|A) \/ P(B)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">P(A|B): \uc0ac\uac74 B\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c \uc0ac\uac74 A\uac00 \ubc1c\uc0dd\ud560 \ud655\ub960\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(B|A): \uc0ac\uac74 A\uac00 \ubc1c\uc0dd\ud55c \uacbd\uc6b0 \uc0ac\uac74 B\uac00 \ubc1c\uc0dd\ud560 \ud655\ub960\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(A): \uc0ac\uac74 A\uc758 \ud655\ub960\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(B): \uc0ac\uac74 B\uc758 \ud655\ub960\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 \ub0a0\uc528\uac00 \ud750\ub9b4 \ud655\ub960\uc774 40%\ub77c\uace0 \uac00\uc815\ud574\ubcf4\uc790.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c \ud2b9\uc815 \ub0a0\uc9dc\uc5d0 \ube44\uac00 \uc62c \ud655\ub960\uc774 20%\ub77c\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c \ube44\uc624\ub294 \ub0a0 \uad6c\ub984\uc774 \uc788\uc744 \ud655\ub960\uc774 85%\ub77c\uace0 \uac00\uc815\ud574\ubcf4\uc790.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 \ub0a0\uc9dc\uc5d0 \ubc16\uc774 \ud750\ub9ac\uba74 \uadf8\ub0a0 \ube44\uac00 \uc62c \ud655\ub960\uc740 \uc5bc\ub9c8\ub098 \ub429\ub2c8\uae4c?<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ud574\uacb0\ucc45<\/strong> :<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">P(\ud750\ub9bc) = 0.40<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(\ube44) = 0.20<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(\ud750\ub9bc | \ube44) = 0.85<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub530\ub77c\uc11c \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">P(\ube44 | \ud750\ub9bc) = P(\ube44) * P(\ud750\ub9bc | \ube44) \/ P(\ud750\ub9bc)<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(\ube44 | \ud750\ub9bc) = 0.20 * 0.85 \/ 0.40<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(\ube44 | \ud750\ub9bc) = 0.425<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub0a0\uc528\uac00 \ud750\ub9b0 \uacbd\uc6b0 \uadf8\ub0a0 \ube44\uac00 \uc62c \ud655\ub960\uc740 <strong>42.5%<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python\uc5d0\uc11c Bayes\uc758 \uc815\ub9ac\ub97c \uc801\uc6a9\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uac04\ub2e8\ud55c \ud568\uc218\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">def<\/span> <span style=\"color: #3366ff;\">bayesTheorem<\/span> (pA, pB, pBA):\n    <span style=\"color: #008000;\">return<\/span> pA * pBA \/ pB\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: Python\uc758 \ubca0\uc774\uc988 \uc815\ub9ac<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uacfc \uac19\uc740 \ud655\ub960\uc744 \uc54c\uace0 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">P(\ube44) = 0.20<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(\ud750\ub9bc) = 0.40<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(\ud750\ub9bc | \ube44) = 0.85<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">P(\ube44 | \ud750\ub9bc)\ub97c \uacc4\uc0b0\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#define function for Bayes' theorem<\/span>\ndef<\/span> <span style=\"color: #3366ff;\">bayesTheorem<\/span> (pA, pB, pBA):\n    <span style=\"color: #008000;\">return<\/span> pA * pBA \/ pB\n\n<span style=\"color: #008080;\">#define probabilities\n<\/span>pRain = 0.2\npCloudy = 0.4\npCloudyRain = 0.85\n\n<span style=\"color: #008080;\">#use function to calculate conditional probability\n<\/span>bayesTheorem(pRain, pCloudy, pCloudyRain)\n\n0.425\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \ud2b9\uc815 \ub0a0\uc9dc\uc5d0 \ubc16\uc774 \ud750\ub9ac\uba74 \uadf8 \ub0a0 \ube44\uac00 \uc62c \ud655\ub960\uc774 <strong>0.425<\/strong> , \uc989 <strong>42.5%<\/strong> \ub77c\ub294 \uac83\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \uc774\uc804\uc5d0 \uc218\ub3d9\uc73c\ub85c \uacc4\uc0b0\ud55c \uac12\uacfc \uc77c\uce58\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\u110b\u1174-\u110c\u1169\u1100\u1165\u11ab\u1107\u116e-\u1112\u116a\u11a8\u1105\u1172\u11af\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uc870\uac74\ubd80 \ud655\ub960\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\u110b\u1174-\u1100\u1175\u1103\u1162\u1100\u1161\u11b9\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uae30\ub300\uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\u110b\u1174-\u110c\u116e\u11bc\u1100\u1161\u11ab-\u110f\u1173\u1100\u1175\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uc808\uc0ac \ud3c9\uade0\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ubca0\uc774\uc988 \uc815\ub9ac\ub294 \ub450 \uc0ac\uac74 A \uc640 B \uc5d0 \ub300\ud574 \ub2e4\uc74c\uacfc \uac19\uc774 \uba85\uc2dc\ud569\ub2c8\ub2e4 . P(A|B) = P(A)*P(B|A) \/ P(B) \uae08: P(A|B): \uc0ac\uac74 B\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c \uc0ac\uac74 A\uac00 \ubc1c\uc0dd\ud560 \ud655\ub960\uc785\ub2c8\ub2e4. P(B|A): \uc0ac\uac74 A\uac00 \ubc1c\uc0dd\ud55c \uacbd\uc6b0 \uc0ac\uac74 B\uac00 \ubc1c\uc0dd\ud560 \ud655\ub960\uc785\ub2c8\ub2e4. P(A): \uc0ac\uac74 A\uc758 \ud655\ub960\uc785\ub2c8\ub2e4. P(B): \uc0ac\uac74 B\uc758 \ud655\ub960\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ub0a0\uc528\uac00 \ud750\ub9b4 \ud655\ub960\uc774 40%\ub77c\uace0 \uac00\uc815\ud574\ubcf4\uc790. \ub610\ud55c \ud2b9\uc815 \ub0a0\uc9dc\uc5d0 [&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-3675","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 \ubca0\uc774\uc988 \uc815\ub9ac\ub97c \uc801\uc6a9\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Bayes\uc758 \uc815\ub9ac\ub97c \uc801\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \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\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\u110b\u1174-\u1107\u1166\u110b\u1175\u110c\u1173-\u110c\u1165\u11bc\u1105\u1175\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\uc5d0\uc11c \ubca0\uc774\uc988 \uc815\ub9ac\ub97c \uc801\uc6a9\ud558\ub294 \ubc29\ubc95 - 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