\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130 - \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\/29219\/\" \/>\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, \uc6b0\ub7c9\uc8fc \ud329\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud604\ub300 \uae08\uc735 \uc2dc\uc7a5\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\uace0 \uc788\uc73c\uba70, \ud22c\uc790\uc790\ub4e4\uc740 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \uc218\uc775\uc744 \ucd94\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uace0\ube48\ub3c4 \uac70\ub798 \ubc0f \uc2dc\uc7a5 \uc81c\uc5b4\ub97c \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\uc640 \uc6b0\ub7c9\uc8fc \ud329\ud130\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \uc8fc\uc2dd, \ucc44\uad8c, … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29219\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:17:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:53:35+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\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/29219\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29219\/\"},\"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, \uc6b0\ub7c9\uc8fc \ud329\ud130\",\"datePublished\":\"2024-10-27T16:17:21+00:00\",\"dateModified\":\"2024-11-26T06:53:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29219\/\"},\"wordCount\":38,\"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\/29219\/\",\"url\":\"https:\/\/atmokpo.com\/w\/29219\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130 - 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<\/p>\n

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1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780?<\/h2>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \uc8fc\uc2dd, \ucc44\uad8c, \uc678\ud658 \ub4f1\uc758 \uae08\uc735 \uc790\uc0b0\uc744 \uc790\ub3d9\uc73c\ub85c \uc0ac\uace0 \ud30c\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uc0ac\ub78c\uc758 \uac10\uc815\uc774\ub098 \ud3b8\uacac \uc5c6\uc774 \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uac70\ub798 \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \ub54c\ubb38\uc5d0 \uc778\uae30 \uc788\ub294 \ud22c\uc790 \ubc29\uc2dd\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

1.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc7a5\uc810<\/h3>\n

\uc18d\ub3c4: \uc778\uac04\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub978 \uc18d\ub3c4\ub85c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uac70\ub798\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc815\ub7c9\uc801 \ubd84\uc11d: \uc218\ub9ce\uc740 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \ubd84\uc11d\ud558\ubbc0\ub85c \ubcf4\ub2e4 \uac1d\uad00\uc801\uc778 \uacb0\uc815\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uac10\uc815\uc801 \uc694\uc18c \uc81c\uac70: \uac10\uc815\uc744 \ubc30\uc81c\ud558\uace0 \uc0ac\uc804\uc5d0 \uc124\uc815\ud55c \uc804\ub7b5\uc5d0 \ub9de\ucdb0 \uc77c\uad00\ub418\uac8c \uac70\ub798\ud569\ub2c8\ub2e4.<\/li>\n

24\uc2dc\uac04 \uc2dc\uc7a5 \uc811\uadfc: \uc790\ub3d9\ud654\ub41c \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc5b8\uc81c\ub4e0\uc9c0 \uac70\ub798\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n

1.2 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ub2e8\uc810<\/h3>\n

\uc2dc\uc2a4\ud15c \uc2e4\ud328 \uc704\ud5d8: \uc54c\uace0\ub9ac\uc998\uc774 \uc798\ubabb\ub41c \uacb0\uc815\uc744 \ub0b4\ub9ac\uac70\ub098 \uc2dc\uc2a4\ud15c\uc774 \ub2e4\uc6b4\ub420 \uacbd\uc6b0 \ud070 \uc190\uc2e4\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uacfc\uac70 \ub370\uc774\ud130 \uc758\uc874\uc131: \uacfc\uac70 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \uc804\ub7b5\uc740 \ubbf8\ub798 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ud56d\uc0c1 \uc720\ud6a8\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n

\uaddc\uc81c \uc704\ud5d8: \uac01\uad6d\uc758 \uae08\uc735 \uaddc\uc81c\uac00 \uc0c1\uc774\ud558\ubbc0\ub85c, \uc2e4\ud589 \ubc29\uc548\uc5d0 \ub530\ub77c \ubc95\uc801 \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n

2. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uc774\ud574<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \ucef4\ud4e8\ud130\uac00 \uacbd\ud5d8\uc744 \ud1b5\ud574 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5\uc9c0\ub2a5\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \uc778\uc2dd\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucda5\ub2c8\ub2e4.<\/p>\n

2.1 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uae30\ucd08<\/h3>\n

\uba38\uc2e0\ub7ec\ub2dd\uc740 \ud06c\uac8c \ub450 \uac00\uc9c0\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4: \uac10\ub3c5 \ud559\uc2b5<\/strong>\uacfc \ube44\uac10\ub3c5 \ud559\uc2b5<\/strong>.<\/p>\n

\n
\uac10\ub3c5 \ud559\uc2b5<\/strong>: \ub77c\ubca8\uc774 \ubd99\uc740 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc758 \uacbd\uc6b0, \uacfc\uac70 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud558\uc5ec \uc8fc\uac00\uac00 \uc0c1\uc2b9\ud558\uac70\ub098 \ud558\ub77d\ud560\uc9c0\ub97c \uc608\uce21\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/li>\n
\ube44\uac10\ub3c5 \ud559\uc2b5<\/strong>: \ub77c\ubca8\uc774 \uc5c6\ub294 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud558\uc5ec \ud328\ud134\uc774\ub098 \uad6c\uc870\ub97c \ubc1c\uacac\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \ub4f1\uc774 \uc774\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2.2 \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08<\/h3>\n
\ub525\ub7ec\ub2dd\uc740 \uc5ec\ub7ec \uac1c\uc758 \uc228\uaca8\uc9c4 \uce35(\ud788\ub4e0 \ub808\uc774\uc5b4)\uc744 \uac00\uc9c0\uace0 \uc788\ub294 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc758 \uc5f0\uc18d\uc73c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130\uc758 \ubcf5\uc7a1\uc131\uc744 \ub354 \uae4a\uc774 \uc788\uac8c \ud559\uc2b5\ud560 \uc218 \uc788\uc5b4 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\uc758 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc801\uc6a9<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \uc0dd\uc131 \ubc0f \ucd5c\uc801\ud654\uc5d0 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc808\uc5d0\uc11c\ub294 \uc5b4\ub5bb\uac8c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \uc804\ucc98\ub9ac<\/h3>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \ub370\uc774\ud130 \uc218\uc9d1\uc785\ub2c8\ub2e4. \uc8fc\uc2dd \uc2dc\uc7a5 \ub370\uc774\ud130, \uacbd\uc81c \uc9c0\ud45c, \ub274\uc2a4 \ub370\uc774\ud130 \ub4f1\uc744 \uc218\uc9d1\ud558\uace0 \uc774\ub97c \uc804\ucc98\ub9ac\ud558\uc5ec \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc801\ud569\ud55c \ud615\ud0dc\ub85c \ubcc0\ud658\ud574\uc57c \ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc804\ucc98\ub9ac\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc815\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4:<\/p>\n
\n
\uacb0\uce21\uce58 \ucc98\ub9ac<\/li>\n
\ub370\uc774\ud130 \uc815\uaddc\ud654 \ubc0f \ud45c\uc900\ud654<\/li>\n
\ud2b9\uc9d5 \ucd94\ucd9c \ubc0f \uc120\ud0dd<\/li>\n<\/ul>\n
3.2 \ubaa8\ub378 \uc120\ud0dd \ubc0f \ud559\uc2b5<\/h3>\n
\uc6b0\ub7c9\uc8fc \ud329\ud130\ub97c \ud65c\uc6a9\ud55c \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \ub54c, \uc5ec\ub7ec \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \uc911 \ud558\ub098\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \uc54c\uace0\ub9ac\uc998\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc120\ud615 \ud68c\uadc0 (Linear Regression)<\/li>\n
\uacb0\uc815 \ud2b8\ub9ac (Decision Tree)<\/li>\n
\ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8 (Random Forest)<\/li>\n
\uc11c\ud3ec\ud2b8 \ubca1\ud130 \uba38\uc2e0 (Support Vector Machines)<\/li>\n
\uc2ec\uce35 \uc2e0\uacbd\ub9dd (Deep Neural Networks)<\/li>\n<\/ul>\n
\uc774 \uc54c\uace0\ub9ac\uc998\uc744 \uc774\uc6a9\ud574 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0, \uc608\uce21 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4. \uad50\ucc28 \uac80\uc99d\uacfc \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd\uc744 \ud1b5\ud574 \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \ubcf4\uc7a5\ud558\ub3c4\ub85d \ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
3.3 \uc131\uacfc \ud3c9\uac00<\/h3>\n
\ubaa8\ub378\uc758 \uc608\uce21 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uc131\uacfc \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc815\ud655\ub3c4 (Accuracy)<\/li>\n
\uc815\ubc00\ub3c4 (Precision)<\/li>\n
\uc7ac\ud604\uc728 (Recall)<\/li>\n
F1 \uc810\uc218 (F1 Score)<\/li>\n
\uc54c\ud30c (Alpha) \ubc0f \ubca0\ud0c0 (Beta)<\/li>\n<\/ul>\n
\uc131\uacfc \ud3c9\uac00 \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c \ubaa8\ub378\uc744 \uac1c\uc120\ud558\uace0 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n
4. \uc6b0\ub7c9\uc8fc \ud329\ud130\ub97c \ud65c\uc6a9\ud55c \uc804\ub7b5<\/h2>\n
\uc6b0\ub7c9\uc8fc(Blue Chip Stock)\ub294 \uc548\uc815\uc801\uc778 \uc218\uc775\uc131\uacfc \uc7ac\ubb34 \uac74\uc804\uc131\uc744 \uacb8\ube44\ud55c \uae30\uc5c5\uc758 \uc8fc\uc2dd\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc8fc\uc2dd\uc744 \ud544\ud130\ub9c1\ud558\uace0 \ucd5c\uc801\uc758 \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud574 \uba87 \uac00\uc9c0 \ud329\ud130\ub97c \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
4.1 \uc6b0\ub7c9\uc8fc \uc815\uc758\uc640 \ud2b9\uc9d5<\/h3>\n
\uc6b0\ub7c9\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud2b9\uc9d5\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ub192\uc740 \uc2dc\uac00\ucd1d\uc561<\/li>\n
\uc548\uc815\uc801\uc778 \ubc30\ub2f9 \uc9c0\uae09<\/li>\n
\uacac\uace0\ud55c \uc7ac\ubb34 \uad6c\uc870<\/li>\n
\uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc2e0\ub8b0\ub3c4 \ubc0f \uc778\uc9c0\ub3c4<\/li>\n<\/ul>\n
4.2 \ud329\ud130 \ubd84\uc11d<\/h3>\n
\ub2e4\uc591\ud55c \ud329\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uc6b0\ub7c9\uc8fc\ub97c \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
PER (Price Earnings Ratio)<\/strong>: \uc8fc\uac00\ub97c \uc8fc\ub2f9 \uc774\uc775\uc73c\ub85c \ub098\ub208 \ube44\uc728\ub85c, \uc8fc\uc2dd\uc758 \uac00\uce58\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/li>\n
PBR (Price to Book Ratio)<\/strong>: \uc8fc\uac00\ub97c \uc8fc\ub2f9 \uc21c\uc790\uc0b0\uc73c\ub85c \ub098\ub208 \ube44\uc728\ub85c, \uae30\uc5c5\uc758 \uc7ac\ubb34 \uac74\uc804\uc131\uc744 \uce21\uc815\ud569\ub2c8\ub2e4.<\/li>\n
ROE (Return on Equity)<\/strong>: \uc790\uae30\uc790\ubcf8\uc774\uc775\ub960\ub85c, \uae30\uc5c5\uc758 \uc218\uc775\uc131 \uc9c0\ud45c\uc785\ub2c8\ub2e4.<\/li>\n
\ubc30\ub2f9 \uc218\uc775\ub960 (Dividend Yield)<\/strong>: \ubc30\ub2f9\uae08\uc744 \uc8fc\uac00\ub85c \ub098\ub208 \ube44\uc728\ub85c, \ud22c\uc790\uc790\uac00 \ubc1b\ub294 \uc218\uc775 \uc911 \ubc30\ub2f9\uc758 \ube44\uc728\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4.3 \ud329\ud130 \uae30\ubc18 \uc804\ub7b5<\/h3>\n
\ud329\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc6b0\ub7c9\uc8fc\ub97c \uc120\ubcc4\ud55c \ud6c4, \uc544\ub798\uc640 \uac19\uc740 \uc804\ub7b5\uc744 \ud1b5\ud574 \ud2b8\ub808\uc774\ub529\uc744 \uc9c4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc7a5\uae30 \ud22c\uc790 \uc804\ub7b5<\/strong>: \uc6b0\ub7c9\uc8fc\ub97c \uae30\uc900\uc73c\ub85c \uc7a5\uae30\uc801\uc778 \uac00\uce58 \uc0c1\uc2b9\uc744 \ub178\ub9ac\ub294 \uc804\ub7b5\uc785\ub2c8\ub2e4.<\/li>\n
\uc2a4\uc719 \ud2b8\ub808\uc774\ub529<\/strong>: \ub2e8\uae30\uc801\uc778 \uac00\uaca9 \ubcc0\ub3d9\uc744 \ud65c\uc6a9\ud558\uc5ec \uc218\uc775\uc744 \ucd94\uad6c\ud558\ub294 \uc804\ub7b5\uc785\ub2c8\ub2e4.<\/li>\n
\uc2dc\uc7a5 \uc911\ub9bd \uc804\ub7b5<\/strong>: \ub871 \ud3ec\uc9c0\uc158\uacfc \uc20f \ud3ec\uc9c0\uc158\uc744 \ub3d9\uc2dc\uc5d0 \ucde8\ud558\uc5ec \uc2dc\uc7a5\uc758 \ubc29\ud5a5\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc218\uc775\uc744 \ucd94\uad6c\ud558\ub294 \uc804\ub7b5\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/h2>\n
\ud2b8\ub808\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc758 \uad6c\ucd95\uc740 \ub370\uc774\ud130 \uc218\uc9d1, \uc804\ucc98\ub9ac, \ubaa8\ub378 \ud559\uc2b5, \uc131\uacfc \ud3c9\uac00 \ub4f1\uc758 \ub2e8\uacc4\ub97c \ud1b5\ud574 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc2dc\uc7a5\uc5d0\uc11c \uc131\uacf5\uc801\uc778 \ud2b8\ub808\uc774\ub529\uc744 \uc704\ud55c \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5.1 \ud658\uacbd \uc124\uc815<\/h3>\n
\ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc744 \uc704\ud574 \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud569\ub2c8\ub2e4:<\/p>\n
pip install pandas numpy scikit-learn tensorflow keras<\/code><\/pre>\n5.2 \ub370\uc774\ud130 \uc900\ube44 \ubc0f \uc804\ucc98\ub9ac<\/h3>\n\uc8fc\uc2dd \ub370\uc774\ud130\uc14b\uc744 \uac00\uc838\uc628 \ud6c4, \uc774\ub97c \uc804\ucc98\ub9ac\ud558\uc5ec \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud615\ud0dc\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/p>\n import pandas as pd\n\n# \ub370\uc774\ud130 \ub85c\ub4dc\ndata = pd.read_csv('stock_data.csv')\n\n# \uacb0\uce21\uce58 \ucc98\ub9ac\ndata.dropna(inplace=True)\n\n# \ud2b9\uc9d5 \ubc0f \ub808\uc774\ube14 \ubd84\ub9ac\nX = data[['PER', 'PBR', 'ROE', '\ubc30\ub2f9 \uc218\uc775\ub960']]\ny = data['\uac00\uaca9 \uc0c1\uc2b9 \uc5ec\ubd80']<\/code><\/pre>\n5.3 \ubaa8\ub378 \ud559\uc2b5<\/h3>\n\uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\uae30 \uc704\ud574 \ud559\uc2b5 \ub370\uc774\ud130\ub97c \ud6c8\ub828\ud558\uace0 \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub85c \uc131\uacfc\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n from sklearn.model_selection import train_test_split\nfrom sklearn.ensemble import RandomForestClassifier\nfrom sklearn.metrics import classification_report\n\n# \ub370\uc774\ud130 \ubd84\ud560\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n\n# \ubaa8\ub378 \ucd08\uae30\ud654 \ubc0f \ud559\uc2b5\nmodel = RandomForestClassifier()\nmodel.fit(X_train, y_train)\n\n# \uc608\uce21 \ubc0f \ud3c9\uac00\ny_pred = model.predict(X_test)\nprint(classification_report(y_test, y_pred))<\/code><\/pre>\n5.4 \ud2b8\ub808\uc774\ub529 \uc2dc\ubbac\ub808\uc774\uc158<\/h3>\n\ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ubc14\ud0d5\uc73c\ub85c \uc2e4\uc81c \uac70\ub798\uc5d0 \uc801\uc6a9\ud558\uae30 \uc704\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc2dc\ubbac\ub808\uc774\uc158 \uacb0\uacfc\uc5d0 \ub530\ub77c \uc804\ub7b5\uc744 \uc870\uc815\ud558\uace0 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n \uacb0\ub860<\/h2>\n\ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uacfc \uc6b0\ub7c9\uc8fc \ud329\ud130\ub97c \ud65c\uc6a9\ud55c \uc804\ub7b5\uc5d0 \ub300\ud558\uc5ec \uc124\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc218\uc9d1, \uc804\ucc98\ub9ac, \ubaa8\ub378 \ud559\uc2b5 \ubc0f \ud3c9\uac00\uc640 \uac19\uc740 \uacfc\uc815\uc744 \ud1b5\ud574 \ud6a8\uc728\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uace0, \uc774\ub97c \ud1b5\ud574 \ud22c\uc790 \uc131\uacfc\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc7a5\ub2e8\uc810\uc744 \uc774\ud574\ud558\uace0, \uc2e4\uc81c \uc6b4\uc601 \uc2dc \uc8fc\uc758\ud574\uc57c \ud560 \uc810\ub3c4 \ud568\uaed8 \ub17c\uc758\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n \uc55e\uc73c\ub85c\ub3c4 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub2e4\uc591\ud55c \ud601\uc2e0\uc774 \uc774\ub8e8\uc5b4\uc9c8 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \uc5ec\ub7ec\ubd84\uc758 \uc131\uacf5\uc801\uc778 \ud2b8\ub808\uc774\ub529\uc744 \uae30\uc6d0\ud569\ub2c8\ub2e4!<\/p>\n <\/body><\/p>\n","protected":false},"excerpt":{"rendered":" \ud604\ub300 \uae08\uc735 \uc2dc\uc7a5\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\uace0 \uc788\uc73c\uba70, \ud22c\uc790\uc790\ub4e4\uc740 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \uc218\uc775\uc744 \ucd94\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uace0\ube48\ub3c4 \uac70\ub798 \ubc0f \uc2dc\uc7a5 \uc81c\uc5b4\ub97c \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\uc640 \uc6b0\ub7c9\uc8fc \ud329\ud130\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \uc8fc\uc2dd, \ucc44\uad8c, … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[29],"tags":[],"class_list":["post-29219","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130 - \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\/29219\/\" \/>\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, \uc6b0\ub7c9\uc8fc \ud329\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud604\ub300 \uae08\uc735 \uc2dc\uc7a5\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\uace0 \uc788\uc73c\uba70, \ud22c\uc790\uc790\ub4e4\uc740 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \uc218\uc775\uc744 \ucd94\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uace0\ube48\ub3c4 \uac70\ub798 \ubc0f \uc2dc\uc7a5 \uc81c\uc5b4\ub97c \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\uc640 \uc6b0\ub7c9\uc8fc \ud329\ud130\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \uc8fc\uc2dd, \ucc44\uad8c, … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29219\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:17:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:53:35+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\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/29219\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29219\/\"},\"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, \uc6b0\ub7c9\uc8fc 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\ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/29219\/","og_locale":"ko_KR","og_type":"article","og_title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc \ud329\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\ud604\ub300 \uae08\uc735 \uc2dc\uc7a5\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\uace0 \uc788\uc73c\uba70, \ud22c\uc790\uc790\ub4e4\uc740 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \uc218\uc775\uc744 \ucd94\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uace0\ube48\ub3c4 \uac70\ub798 \ubc0f \uc2dc\uc7a5 \uc81c\uc5b4\ub97c \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\uc640 \uc6b0\ub7c9\uc8fc \ud329\ud130\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \uc8fc\uc2dd, \ucc44\uad8c, … \ub354 \ubcf4\uae30 \"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc6b0\ub7c9\uc8fc 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