\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378 - \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\/28958\/\" \/>\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, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ube60\ub974\uac8c \uc131\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uacfc \uac19\uc740 \ucca8\ub2e8 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud2b8\ub808\uc774\ub529 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uacfc\uc815\uc744 \uc790\ub3d9\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd \uac1c\uc694 \uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ud328\ud134 \uc778\uc2dd \ubc0f \uc608\uce21\uc758 … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/28958\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:16:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:55:45+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\/28958\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28958\/\"},\"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, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\",\"datePublished\":\"2024-10-27T16:16:04+00:00\",\"dateModified\":\"2024-11-26T06:55:45+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28958\/\"},\"wordCount\":33,\"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\/28958\/\",\"url\":\"https:\/\/atmokpo.com\/w\/28958\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378 - 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<\/p>\n

\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ube60\ub974\uac8c \uc131\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uacfc \uac19\uc740 \ucca8\ub2e8 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud2b8\ub808\uc774\ub529 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uacfc\uc815\uc744 \uc790\ub3d9\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \uba38\uc2e0\ub7ec\ub2dd \uac1c\uc694<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ud328\ud134 \uc778\uc2dd \ubc0f \uc608\uce21\uc758 \ud559\ubb38\uc785\ub2c8\ub2e4. \uc774\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud55c \ubd84\uc57c\ub85c, \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc2a4\uc2a4\ub85c \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uc740 \ud06c\uac8c \uc138 \uac00\uc9c0\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4: \uac10\ub3c5 \ud559\uc2b5, \ube44\uac10\ub3c5 \ud559\uc2b5, \uac15\ud654 \ud559\uc2b5.<\/p>\n

1.1 \uac10\ub3c5 \ud559\uc2b5<\/h3>\n
\uac10\ub3c5 \ud559\uc2b5\uc740 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ub77c\ubca8\uc774 \uc788\ub294 \uacbd\uc6b0, \uc989 \ud2b9\uc815\ud55c \uacb0\uacfc(\ucd9c\ub825)\uac00 \uc8fc\uc5b4\uc9c4 \uacbd\uc6b0\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uacfc \uac19\uc740 \ubb38\uc81c\ub294 \uc774 \ubc94\uc8fc\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4. \ud559\uc2b5 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc608\uce21\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

1.2 \ube44\uac10\ub3c5 \ud559\uc2b5<\/h3>\n
\ube44\uac10\ub3c5 \ud559\uc2b5\uc740 \ub77c\ubca8\uc774 \uc5c6\ub294 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ucc3e\uc544\ub0b4\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \ucc28\uc6d0 \ucd95\uc18c\uc640 \uac19\uc740 \uae30\ubc95\uc774 \uc774 \ubc94\uc8fc\uc5d0 \uc18d\ud569\ub2c8\ub2e4. \ube44\uac10\ub3c5 \ud559\uc2b5\uc740 \ub370\uc774\ud130\uc758 \uad6c\uc870\ub97c \ud30c\uc545\ud558\uace0, \uc8fc\uc2dd \uc9d1\ud569\uc774\ub098 \uc2dc\uc7a5\uc758 \ub3d9\ud5a5\uc744 \ubd84\uc11d\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

1.3 \uac15\ud654 \ud559\uc2b5<\/h3>\n
\uac15\ud654 \ud559\uc2b5\uc740 \ud589\ub3d9\uc758 \uacb0\uacfc\uc5d0 \ub530\ub77c \ubcf4\uc0c1\uc744 \ucd5c\ub300\ud654\ud558\uae30 \uc704\ud574 \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774\ub294 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uc5d0\uc11c \uc0c1\ud638 \uc791\uc6a9\ud558\uba70 \ucd5c\uc801\uc758 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c \ubc30\ub2f9\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc804\ub7b5\uc744 \ucc3e\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

2. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378<\/h2>\n
\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0(Logistic Regression)\ub294 \uc774\uc9c4 \ubd84\ub958 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc8fc\uc5b4\uc9c4 \uc785\ub825\uac12\uc5d0 \ub300\ud574 \ud2b9\uc815 \uc0ac\uac74(\uc608: \uc8fc\uc2dd\uc758 \uc0c1\uc2b9 \ub610\ub294 \ud558\ub77d)\uc774 \ubc1c\uc0dd\ud560 \ud655\ub960\uc744 \uc608\uce21\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

2.1 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uc758 \uc218\ud559\uc801 \ubc30\uacbd<\/h3>\n
\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \uc120\ud615 \ud68c\uadc0\uc758 \ud655\uc7a5\uc774\ub77c\uace0 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc785\ub825 \ubcc0\uc218\ub4e4\uc774 \uc8fc\uc5b4\uc9c8 \ub54c \ud68c\uadc0\uc120\uc758 \uc704\uce58\ub97c \uacb0\uc815\ud558\ub294\ub370, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \uc774\ub97c 0\uacfc 1 \uc0ac\uc774\uc758 \uac12\uc73c\ub85c \ubcc0\ud658\ud558\ub294 \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218(Sigmoid Function)\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

\uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218<\/h4>\n
\uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ub429\ub2c8\ub2e4:<\/p>\n
\n $\"Sigmoid$ \n<\/p>\n
\uc5ec\uae30\uc11c, \$ e \$\ub294 \uc790\uc5f0\uc0c1\uc218\uc774\uba70, \$ x \$\ub294 \uc120\ud615 \ud68c\uadc0\uc5d0 \uc758\ud574 \uacc4\uc0b0\ub41c \uc785\ub825\uac12\uc785\ub2c8\ub2e4. \uc774 \ud568\uc218\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 0\uacfc 1 \uc0ac\uc774\uc758 \ud655\ub960\uac12\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2.2 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \ud559\uc2b5<\/h3>\n
\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ucd5c\ub300 \uc6b0\ub3c4 \ucd94\uc815(Maximum Likelihood Estimation, MLE) \ubc29\ubc95\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. MLE\ub294 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uc7a5 \uadf8\ub7f4\ub4ef\ud55c \uacb0\uacfc\ub97c \uc694\uc18c\ub85c \ud558\ub294 \ub9e4\uac1c\ubcc0\uc218\ub97c \ucc3e\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \ub370\uc774\ud130\uc758 \ub77c\ubca8\uc774 0 \ub610\ub294 1\uc778 \uacbd\uc6b0\uc5d0 \ub300\ud574 \ub85c\uadf8 \uc6b0\ub3c4\ub97c \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4.<\/p>\n

3. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\uc758 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378 \ud65c\uc6a9<\/h2>\n
\ud5a5\ud6c4\uc758 \uc8fc\uc2dd \uac00\uaca9 \uc0c1\uc2b9 \ub610\ub294 \ud558\ub77d\uc744 \uc608\uce21\ud558\uae30 \uc704\ud574 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc77c\ubc18\uc801\uc778 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4:<\/p>\n

3.1 \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n
\uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc0ac\uc6a9\ud560 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc8fc\uc2dd\uc758 \uacfc\uac70 \uac00\uaca9, \uac70\ub798\ub7c9, \uae30\uc5c5\uc758 \uc7ac\ubb34 \ub370\uc774\ud130 \ubc0f \uacbd\uc81c \uc9c0\ud45c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\ub294 \ubaa8\ub378 \ud6c8\ub828\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

3.2 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n
\uc218\uc9d1\ub41c \ub370\uc774\ud130\ub294 \uc804\ucc98\ub9ac \uacfc\uc815\uc744 \uac70\uccd0\uc57c \ud569\ub2c8\ub2e4. \uacb0\uce21\uce58\ub97c \ucc98\ub9ac\ud558\uace0, \uc774\uc0c1\uce58\ub97c \uc81c\uac70\ud558\uba70, \ud544\uc694\ud55c \uacbd\uc6b0 \uc815\uaddc\ud654\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc785\ub825 \ubcc0\uc218(\ud2b9\uc9d5\ub7c9)\ub97c \uc120\ud0dd\ud558\uace0, \ubaa9\ud45c \ud568\uc218\ub97c \uc815\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

3.3 \ubaa8\ub378 \ud6c8\ub828<\/h3>\n
\ud6c8\ub828 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4. Python\uc758 scikit-learn \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uba74 \uc27d\uac8c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \ud6c8\ub828 \ud6c4, \uac80\uc99d \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n

3.4 \uc131\ub2a5 \ud3c9\uac00<\/h3>\n
\ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc591\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc815\ud655\ub3c4(Accuracy), \uc815\ubc00\ub3c4(Precision), \uc7ac\ud604\uc728(Recall), F1 \uc2a4\ucf54\uc5b4(F1 Score)\uc640 \uac19\uc740 \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ubcf4\ud1b5, \uc774\uc9c4 \ubd84\ub958 \ubb38\uc81c\uc5d0\uc11c\ub294 ROC-AUC \uc810\uc218 \ub610\ud55c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

3.5 \uc804\ub7b5 \uad6c\ucd95<\/h3>\n
\ubaa8\ub378\uc774 \ucda9\ubd84\ud788 \ud6c8\ub828\ub418\uace0 \ud3c9\uac00\ub418\uba74, \uc774 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \ud655\ub960\uc784\uacc4\uac12(Threshold) \uc774\uc0c1\uc758 \uacbd\uc6b0 \ub9e4\uc218(“Buy”), \uc774\ud558\uc758 \uacbd\uc6b0 \ub9e4\ub3c4(“Sell”) \uc2e0\ud638\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \ud55c\uacc4 \ubc0f \uac1c\uc120 \ubc29\ubc95<\/h2>\n
\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc740 \uac04\ub2e8\ud558\uace0 \ud574\uc11d\uc774 \uc6a9\uc774\ud558\uc9c0\ub9cc, \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc758 \ud328\ud134\uc744 \ud3ec\ucc29\ud558\ub294 \ub370 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \ud55c\uacc4\uc640 \uc774\ub97c \uac1c\uc120\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4:<\/p>\n

4.1 \ud55c\uacc4<\/h3>\n
\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \uc120\ud615 \ubaa8\ub378\ub85c, \ube44\uc120\ud615\uc801 \uad00\uacc4\ub97c \uc815\ud655\ud788 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud2b9\uc815\ud55c \uc120\ud615 \uacb0\uc815 \uacbd\uacc4\ub97c \uac00\uc9c4 \ubb38\uc81c\uc5d0\ub9cc \uc801\ud569\ud558\uba70, \ub2e4\uc911\uacf5\uc120\uc131\uc774 \uc874\uc7ac\ud560 \uacbd\uc6b0 \ubaa8\ub378\uc758 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n

4.2 \uac1c\uc120 \ubc29\ubc95<\/h3>\n
\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uc758 \ubc29\ubc95\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ub2e4\ud56d \ud68c\uadc0(Polynomial Regression) \ub610\ub294 \ube44\uc120\ud615 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \ube44\uc120\ud615 \uad00\uacc4\ub97c \ud3ec\ucc29\ud569\ub2c8\ub2e4.<\/li>\n
\ud2b9\uc9d5 \uacf5\ud559(Feature Engineering)\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \uc758\ubbf8 \uc788\ub294 \ubcc0\uc218\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n
\uc559\uc0c1\ube14 \ubaa8\ub378\uc744 \ub9cc\ub4e4\uac70\ub098, \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \uc811\ubaa9\ud558\uc5ec \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. \uacb0\ub860<\/h2>\n
\uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08 \ubc0f \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \uac1c\uc694, \ud65c\uc6a9 \ubc29\ubc95, \uadf8\ub9ac\uace0 \ud55c\uacc4 \ubc0f \uac1c\uc120 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub17c\uc758\ud588\uc2b5\ub2c8\ub2e4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc740 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098, \ud6a8\uacfc\uc801\uc778 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uc704\ud574\uc11c\ub294 \ub2e4\uc591\ud55c \ubaa8\ub378\uacfc \uae30\ubc95\uc744 \uacb0\ud569\ud558\uc5ec \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc2dc\uc7a5 \ub370\uc774\ud130\ub294 \ub04a\uc784\uc5c6\uc774 \uc9c4\ud654\ud558\uace0 \uc788\uae30 \ub54c\ubb38\uc5d0, \ud22c\uc790\uc790\ub4e4\uc740 \ub298 \uc0c8\ub85c\uc6b4 \uae30\uc220\uc744 \uac1c\ubc1c\ud558\uace0 \uc801\uc6a9\ud558\uc5ec \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
6. \ucd94\uac00 \uc790\ub8cc \ubc0f \ud559\uc2b5 \ub9ac\uc18c\uc2a4<\/h3>\n
\uc774 \uae00\uc744 \ud1b5\ud574 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uacfc \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \ub300\ud55c \uc774\ud574\ub3c4\uac00 \ub192\uc544\uc84c\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \ub354 \uae4a\uc740 \uc774\ud574\uc640 \uc2e4\uc2b5\uc744 \uc704\ud574 \ub2e4\uc74c\uc758 \ub9ac\uc18c\uc2a4\ub97c \ucd94\ucc9c\ud569\ub2c8\ub2e4:<\/p>\n
\n
scikit-learn \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubb38\uc11c<\/a><\/li>\n
Coursera \uba38\uc2e0\ub7ec\ub2dd \uac15\uc88c<\/a><\/li>\n
Towards Data Science \ube14\ub85c\uadf8<\/a><\/li>\n<\/ul>\n
7. \uc9c8\uc758\uc751\ub2f5<\/h2>\n
\uae00\uc744 \uc77d\uc73c\uc2dc\uba74\uc11c \uad81\uae08\ud55c \uc810\uc774\ub098 \ucd94\uac00\uc801\uc73c\ub85c \uc54c\uace0 \uc2f6\uc740 \ub0b4\uc6a9\uc774 \uc788\uc73c\uc2dc\ub2e4\uba74, \ub313\uae00\ub85c \ub0a8\uaca8\uc8fc\uc2dc\uba74 \ucd5c\ub300\ud55c \ub2f5\ubcc0\ud574 \ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4. \ud568\uaed8 \ud559\uc2b5\ud558\uace0 \uc131\uc7a5\ud574 \ub098\uac00\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4!<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
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