\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ud655\ud55c \ucd94\ub860 \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/29313\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ud655\ud55c \ucd94\ub860 \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144\uac04 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc810\uc810 \ub354 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc608\uce21 \ubaa8\ub378\ub9c1\uc5d0 \uc788\uc5b4 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ubc1c\uc804 \uacfc\uc815\uacfc \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815\uc744 \ud1b5\ud55c \uc815\ud655\ud55c \ucd94\ub860 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ud655\ud55c \ucd94\ub860 \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29313\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:17:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:53:08+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/29313\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29313\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ud655\ud55c \ucd94\ub860 \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815\",\"datePublished\":\"2024-10-27T16:17:49+00:00\",\"dateModified\":\"2024-11-26T06:53:08+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29313\/\"},\"wordCount\":32,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/29313\/\",\"url\":\"https:\/\/atmokpo.com\/w\/29313\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ud655\ud55c \ucd94\ub860 \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815 - 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\uc791\uc131\uc790:<\/strong> \uc870\uad11\ud615<\/p>\n

\uc791\uc131\uc77c:<\/strong> 2024\ub144 11\uc6d4 26\uc77c<\/p>\n<\/header>\n

\n
\uc11c\ub860<\/h2>\n
\ucd5c\uadfc \uba87 \ub144\uac04 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc810\uc810 \ub354 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc608\uce21 \ubaa8\ub378\ub9c1\uc5d0 \uc788\uc5b4 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ubc1c\uc804 \uacfc\uc815\uacfc \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815\uc744 \ud1b5\ud55c \uc815\ud655\ud55c \ucd94\ub860 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n
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1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \uae30\uacc4\uac00 \ud2b9\uc815 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \ud559\uc2b5\ud558\ub294 AI\uc758 \ud55c \ubd84\uc57c\ub85c, \ub525\ub7ec\ub2dd\uc740 \uc774\ub7ec\ud55c \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95 \uc911 \ud558\ub098\ub85c \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud55c \ubaa8\ub378\uc744 \ud1b5\ud574 \ub354 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uae08\uc735 \ub370\uc774\ud130\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ube44\uc120\ud615\uc131\uacfc \uace0\ucc28\uc6d0\uc758 \ud2b9\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uae30 \ub54c\ubb38\uc5d0 \ub525\ub7ec\ub2dd \uae30\ubc95\uc740 \ud2b9\ud788 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n
1.1 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc885\ub958<\/h3>\n
\n
\uc9c0\ub3c4 \ud559\uc2b5<\/strong>: \ub77c\ubca8\uc774 \uc788\ub294 \ub370\uc774\ud130\uc5d0\uc11c \ud559\uc2b5\ud558\uc5ec \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95.<\/li>\n
\ube44\uc9c0\ub3c4 \ud559\uc2b5<\/strong>: \ub77c\ubca8\uc774 \uc5c6\ub294 \ub370\uc774\ud130\ub97c \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\uac70\ub098 \ud328\ud134\uc744 \ucc3e\uc74c.<\/li>\n
\uac15\ud654 \ud559\uc2b5<\/strong>: \ud658\uacbd\uacfc\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ud1b5\ud574 \ucd5c\uc801\uc758 \ud589\ub3d9\uc744 \ud559\uc2b5.<\/li>\n<\/ul>\n
1.2 \ub525\ub7ec\ub2dd\uc758 \uad6c\uc870<\/h3>\n
\ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \uc5ec\ub7ec \uc740\ub2c9\uce35\uc744 \uac00\uc9c4 \uc778\uacf5\uc2e0\uacbd\ub9dd\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uac01 \uce35\uc740 \uc785\ub825 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ub2e4\uc74c \uce35\uc73c\ub85c \uc804\ub2ec\ub418\uba70, \uc774\ub7ec\ud55c \uacfc\uc815\uc5d0\uc11c \ube44\uc120\ud615 \ud568\uc218\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uc758 \ubcf5\uc7a1\ud55c \ud2b9\uc131\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n
\n
2. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ud544\uc694\uc131<\/h2>\n
\uc2dc\uc7a5\uc5d0\uc11c\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub294 \uc9e7\uc740 \uc2dc\uac04 \uc548\uc5d0 \ubd84\uc11d\ub418\uae30 \uc5b4\ub824\uc6b4 \ubcf5\uc7a1\uc131\uacfc \ubcc0\ud654\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc758\ubbf8\ud55c \ud328\ud134\uc744 \ucc3e\uc544\ub0b4\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n
2.1 \uc2dc\uc7a5 \uc608\uce21\uc758 \ubcf5\uc7a1\uc131<\/h3>\n
\uae08\uc735 \uc2dc\uc7a5\uc740 \ub2e4\uc591\ud55c \uc694\uc778\uc5d0 \uc758\ud574 \uc601\ud5a5\uc744 \ubc1b\uc73c\uba70, \uc774\ub7ec\ud55c \uc694\uc778\uc740 \ub9e4\uc6b0 \ube44\uc120\ud615\uc801\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc804\ud1b5\uc801\uc778 \ud1b5\uacc4 \ubc29\ubc95\ub860\ub9cc\uc73c\ub85c\ub294 \ud6a8\uacfc\uc801\uc778 \uc608\uce21\uc774 \uc5b4\ub824\uc6cc \ub9ce\uc740 \ud2b8\ub808\uc774\ub354\ub4e4\uc774 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc5d0 \uc758\uc874\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n
\n
3. \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815(MAP)<\/h2>\n
\ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815(Maximum A Posteriori estimation, MAP)\uc740 \ubca0\uc774\uc9c0\uc548 \ud1b5\uacc4 \uc811\uadfc\ubc95\uc744 \ubc14\ud0d5\uc73c\ub85c \ud55c \ucd94\uc815 \uae30\ubc95\uc785\ub2c8\ub2e4. \ubca0\uc774\uc9c0\uc548 \ud1b5\uacc4\ub294 \uc0ac\uc804 \ud655\ub960(prior probability)\uacfc \uc6b0\ub3c4(likelihood)\ub97c \uacb0\ud569\ud558\uc5ec \uc0ac\ud6c4 \ud655\ub960(posterior probability)\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/p>\n
3.1 MAP \ucd94\uc815\uc758 \uc6d0\ub9ac<\/h3>\n
MAP \ucd94\uc815\uc740 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ud30c\ub77c\ubbf8\ud130\uc758 \uc0ac\ud6c4 \ud655\ub960\uc744 \ucd5c\ub300\ud654\ud558\ub294 \ud30c\ub77c\ubbf8\ud130\ub97c \ucc3e\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \ub2e4\uc74c\uc758 \uc218\uc2dd\uc744 \ud1b5\ud574 \ud45c\ud604\ub429\ub2c8\ub2e4:<\/p>\n
\u03b8_MAP = argmax P(\u03b8 | D) = argmax P(D | \u03b8) * P(\u03b8)<\/code><\/p>\n
\uc5ec\uae30\uc11c \u03b8<\/code>\ub294 \ubaa8\ub378\uc758 \ud30c\ub77c\ubbf8\ud130, D<\/code>\ub294 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc785\ub2c8\ub2e4. MAP \ucd94\uc815\uc740 \uc0ac\uc804 \uc9c0\uc2dd\uc744 \uace0\ub824\ud558\uc5ec \ucd94\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ub2e4\uc591\ud55c \uc0c1\ud669\uc5d0\uc11c \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/section>\n
\n4. MAP \ucd94\uc815\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529<\/h2>\n\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c MAP \ucd94\uc815\uc740 \uc5ec\ub7ec \uac00\uc9c0 \ubc29\uc2dd\uc73c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654, \ub9ac\uc2a4\ud06c \uad00\ub9ac \ubc0f \uc804\ub7b5 \uac1c\ubc1c\uc5d0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n 4.1 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654<\/h3>\n\ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uc218\uc775\ub960 \uc608\uce21\uc744 \uc704\ud574 \uac01 \uc790\uc0b0\uc758 \uc608\uc0c1 \uc218\uc775\ub960\uc5d0 \ub300\ud55c \uc0ac\ud6c4 \ud655\ub960\uc744 \ucc44\ud0dd\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uc790\uc0b0 \ubd84\ubc30\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n 4.2 \ub9ac\uc2a4\ud06c \uad00\ub9ac<\/h3>\n\uc704\ud5d8\uc744 \ud3c9\uac00\ud558\uace0 \ucd5c\uc801\uc758 \ub9ac\uc2a4\ud06c \uc218\uc900\uc744 \uacb0\uc815\ud558\uae30 \uc704\ud574 MAP \uae30\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud558\uba74\uc11c \uc218\uc775\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub294 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n \n5. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uad6c\ud604<\/h2>\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ud604\ud558\ub294 \uacfc\uc815\uc740 \uc5ec\ub7ec \ub2e8\uacc4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc218\uc9d1, \uc804\ucc98\ub9ac, \ubaa8\ub378\ub9c1, \ud3c9\uac00 \ubc0f \ubc30\ud3ec\uc758 \ub2e8\uacc4\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n 5.1 \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n\uae08\uc735 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc8fc\uac00, \uac70\ub798\ub7c9, \uacbd\uc81c \uc9c0\ud45c \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub370\uc774\ud130\ub294 API\ub97c \ud1b5\ud574 \uc218\uc9d1\ud560 \uc218 \uc788\uc73c\uba70, \uc77c\ubc18\uc801\uc73c\ub85c \uc2dc\uac04\uc758 \ud750\ub984\uc5d0 \ub530\ub978 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 \ud615\ud0dc\ub85c \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n 5.2 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n\uc6d0\uc2dc \ub370\uc774\ud130\ub97c \ubaa8\ub378\uc5d0 \ud22c\uc785\ud558\uae30 \uc804\uc5d0 \uc804\ucc98\ub9ac \uacfc\uc815\uc744 \uac70\uccd0\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub370\uc774\ud130 \ud074\ub9ac\ub2dd, \uacb0\uce21\uce58 \ucc98\ub9ac, \uc815\uaddc\ud654 \ubc0f \ud2b9\uc131 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc815\uaddc\ud654\ub294 \ub370\uc774\ud130\uc758 \ubc94\uc704\ub97c \uc870\uc815\ud558\uc5ec \ubaa8\ub378\uc758 \ud559\uc2b5 \uc18d\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n 5.3 \ubaa8\ub378\ub9c1 \ubc0f \ud559\uc2b5<\/h3>\n\ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uace0 \ud559\uc2b5\ud558\ub294 \uacfc\uc815\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc911\uc2ec\uc785\ub2c8\ub2e4. \uc9c0\ub3c4 \ud559\uc2b5\uc744 \uc704\ud574 \ud68c\uadc0 \ubaa8\ub378\uc774\ub098 \uacb0\uc815 \ud2b8\ub9ac, \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc744 \uc704\ud574 \uad70\uc9d1\ud654 \ubaa8\ub378 \ub4f1\uc774 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc758 \uacbd\uc6b0, LSTM\uc774\ub098 CNN \ub4f1 \ub2e4\uc591\ud55c \uc2e0\uacbd\ub9dd \uad6c\uc870\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n 5.4 \ubaa8\ub378 \ud3c9\uac00<\/h3>\n\ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uc9c0\ud45c\ub85c\ub294 MSE(Mean Squared Error), MAE(Mean Absolute Error), Sharpe Ratio \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc131\ub2a5\uc774 \uc88b\uc9c0 \uc54a\uc740 \ubaa8\ub378\uc740 \ubc18\ubcf5\uc801\uc73c\ub85c \ud29c\ub2dd \ubc0f \uac80\uc99d \uacfc\uc815\uc744 \uac70\uccd0 \uac1c\uc120\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n 5.5 \ubaa8\ub378 \ubc30\ud3ec<\/h3>\n\ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \ud6a8\uacfc\uc801\uc778 \ubaa8\ub378\uc774 \ubc1c\uacac\ub418\uba74 \uc2e4\uc81c \ud2b8\ub808\uc774\ub529\uc5d0 \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uacfc \uac70\ub798 \uc2e4\ud589\uc758 \uc18d\ub3c4 \ub610\ud55c \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n \n6. \ucd5c\uc2e0 \uc5f0\uad6c \ub3d9\ud5a5\uacfc \ubbf8\ub798 \uc804\ub9dd<\/h2>\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \ub9ce\uc740 \uc5f0\uad6c\ub4e4\uc774 \uc9c4\ud589\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac15\ud654 \ud559\uc2b5\uc744 \ud1b5\ud55c \uc790\ub3d9\ud654 \uac70\ub798 \uc2dc\uc2a4\ud15c, \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \ubd84\uc0b0 \ucc98\ub9ac \uae30\uc220, \uc774\ubca4\ud2b8 \uae30\ubc18 \uac70\ub798 \uc2dc\uc2a4\ud15c \ub4f1\uc774 \uadf8 \uc608\uc785\ub2c8\ub2e4.<\/p>\n 6.1 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4 \ud65c\uc6a9<\/h3>\n\uae08\uc735 \ub370\uc774\ud130 \uc678\uc5d0\ub3c4 \uc18c\uc15c \ubbf8\ub514\uc5b4, \ub274\uc2a4, \uc704\uc131 \ub370\uc774\ud130 \ub4f1 \ub2e4\uc591\ud55c \uc18c\uc2a4\ub97c \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc774 \uc5f0\uad6c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\uc758 \uacb0\ud569\uc744 \ud1b5\ud574 \ub354\uc6b1 \uc815\uad50\ud55c \uc608\uce21\uc774 \uac00\ub2a5\ud574\uc9c8 \uac83\uc785\ub2c8\ub2e4.<\/p>\n 6.2 \uac15\ud654 \ud559\uc2b5\uc758 \ubc1c\uc804<\/h3>\n\uac15\ud654 \ud559\uc2b5\uc740 \ud589\ub3d9-\uacb0\uacfc \ud53c\ub4dc\ubc31 \uba54\ucee4\ub2c8\uc998\uc744 \ud1b5\ud574 \ucd5c\uc801\uc758 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \ucd5c\uadfc\uc5d0\ub294 \uac15\ud654 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc2a4\uc2a4\ub85c \uac70\ub798\ub97c \ud310\ub2e8\ud558\uace0 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc2dc\uc2a4\ud15c\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n \n\uacb0\ub860<\/h2>\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud604\uc7ac \uc9c4\ud589 \uc911\uc778 \uae08\uc735 \ud601\uc2e0\uc758 \uc911\uc2ec\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815\uc740 \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uba70, \ubbf8\ub798\uc758 \ub2e4\uc591\ud55c \uc804\ub7b5 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc2dc\uc7a5\uacfc \ub3c4\uc804 \uacfc\uc81c\uac00 \uc788\uc9c0\ub9cc, \uc62c\ubc14\ub978 \ubc29\ubc95\ub860\uacfc \uae30\uc220\uc801 \uc811\uadfc\uc744 \ud1b5\ud574 \uc131\uacf5\uc801\uc778 \ud2b8\ub808\uc774\ub529\uc744 \uc774\ub8f0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/footer>\n<\/article>\n <\/body><\/p>\n","protected":false},"excerpt":{"rendered":" \uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144\uac04 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc810\uc810 \ub354 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc608\uce21 \ubaa8\ub378\ub9c1\uc5d0 \uc788\uc5b4 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ubc1c\uc804 \uacfc\uc815\uacfc \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815\uc744 \ud1b5\ud55c \uc815\ud655\ud55c \ucd94\ub860 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, 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