\ub9ac\uc2a4\ud06c \uad00\ub9ac:<\/strong> \uac70\ub798\ub85c \uc778\ud55c \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc744 \uc218\ub9bd\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n3. \uc815\ubcf4 \uacc4\uc218(Information Coefficient)\ub780?<\/h2>\n
\uc815\ubcf4 \uacc4\uc218\ub294 \ud2b9\uc815 \uc608\uce21\uc758 \uc815\ud655\uc131\uc744 \ud3c9\uac00\ud558\ub294 \uc9c0\ud45c\ub85c, \uc608\uce21 \uac12\uacfc \uc2e4\uc81c \uac12 \uac04\uc758 \uc0c1\uad00 \uad00\uacc4\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \uc815\ubcf4 \uacc4\uc218\ub294 -1\uacfc 1 \uc0ac\uc774\uc758 \uac12\uc744 \uac00\uc9c0\uba70, 1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \uc608\uce21\uc774 \uc815\ud655\ud558\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n
\uad6c\uccb4\uc801\uc73c\ub85c, \uc815\ubcf4 \uacc4\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ub429\ub2c8\ub2e4:<\/p>\n
IC = Corr(\uc608\uce21 \uac12, \uc2e4\uc81c \uc218\uc775\ub960)<\/code><\/p>\n\uc815\ubcf4 \uacc4\uc218\ub294 \uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc758 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub192\uc740 \uc815\ubcf4 \uacc4\uc218\ub97c \uac00\uc9c4 \ubaa8\ub378\uc740 \ub192\uc740 \uc218\uc775\uc744 \ub0bc \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 \uc815\ubcf4 \uacc4\uc218\uc758 \ud65c\uc6a9<\/h3>\n
\uc815\ubcf4 \uacc4\uc218\ub294 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud560 \ub54c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\uc73c\ub85c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n- \ubaa8\ub378 \uac1c\uc120:<\/strong> \ub192\uc740 \uc815\ubcf4 \uacc4\uc218\ub97c \uac00\uc9c4 \ubaa8\ub378\uc744 \ucc3e\uc544\ub0b4\uc5b4 \ud574\ub2f9 \ubaa8\ub378\uc758 \ud30c\ub77c\ubbf8\ud130\ub098 \uc785\ub825 \ubcc0\uc218\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n
- \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654:<\/strong> \uc815\ubcf4 \uacc4\uc218\uac00 \ub192\uc740 \uc885\ubaa9\uc5d0 \ub354 \ub9ce\uc740 \ube44\uc911\uc744 \ub450\uc5b4 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/li>\n
- \ub9ac\uc2a4\ud06c \uad00\ub9ac:<\/strong> \uc815\ubcf4 \uacc4\uc218\ub97c \uae30\uc900\uc73c\ub85c \uc190\uc2e4\uc744 \uc81c\ud55c\ud558\uac70\ub098 \uc218\uc775\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc804\ub7b5\uc744 \uc218\ub9bd\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4. \uc0c1\ud638 \uc815\ubcf4\ub7c9(Mutual Information) \uc774\ud574\ud558\uae30<\/h2>\n
\uc0c1\ud638 \uc815\ubcf4\ub7c9\uc740 \ub450 \ubcc0\uc218 \uac04\uc758 \uc758\uc874\uc131\uc744 \uce21\uc815\ud558\ub294 \ubc29\ubc95\uc73c\ub85c, \uac01\uac01\uc758 \ubcc0\uc218\uac00 \ub2e4\ub978 \ubcc0\uc218\ub97c \ud1b5\ud574 \uc5bc\ub9c8\ub098 \ub9ce\uc740 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294\uc9c0\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc0c1\ud638 \uc815\ubcf4\ub7c9\uc774 \ub192\uc744\uc218\ub85d \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uac00 \uae34\ubc00\ud558\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n
\uc218\uc2dd\uc73c\ub85c \uc124\uba85\ud558\uc790\uba74, \uc0c1\ud638 \uc815\ubcf4\ub7c9\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ub429\ub2c8\ub2e4:<\/p>\n
I(X; Y) = H(X) + H(Y) - H(X, Y)<\/code><\/p>\n\uc5ec\uae30\uc11c H(X)<\/code>\uc640 H(Y)<\/code>\ub294 \uac01\uac01 \ubcc0\uc218 X\uc640 Y\uc758 \uc5d4\ud2b8\ub85c\ud53c\uc774\uba70, H(X, Y)<\/code>\ub294 \ub450 \ubcc0\uc218\uc758 \uacb0\ud569 \uc5d4\ud2b8\ub85c\ud53c\uc785\ub2c8\ub2e4.<\/p>\n4.1 \uc0c1\ud638 \uc815\ubcf4\ub7c9\uc758 \ud65c\uc6a9<\/h3>\n
\uc0c1\ud638 \uc815\ubcf4\ub7c9\uc740 \ud000\ud2b8 \ud2b8\ub808\uc774\ub529 \ubaa8\ub378\uc5d0\uc11c \ubcc0\uc218 \uc120\ud0dd \ubc0f \ud2b9\uc9d5 \uacf5\ud559\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uace0\ucc28\uc6d0\uc758 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \uc911\uc694\ud55c \ubcc0\uc218\uc758 \uc0c1\ud638 \uc791\uc6a9\uc744 \uc774\ud574\ud558\uace0, \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc608\uce21 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc0c1\ud638 \uc815\ubcf4\ub7c9\uc744 \ud1b5\ud574 \uc218\ud589\ud560 \uc218 \uc788\ub294 \uc791\uc5c5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n- \ubcc0\uc218 \uc120\ud0dd:<\/strong> \uc608\uce21\uc5d0 \uac00\uc7a5 \uae30\uc5ec\ud558\ub294 \ubcc0\uc218\ub4e4\uc744 \uc2dd\ubcc4\ud558\uc5ec \ubaa8\ub378\uc758 \ubcf5\uc7a1\uc131\uc744 \uc904\uc774\uace0 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n
- \ud2b9\uc9d5 \uacf5\ud559:<\/strong> \ub2e4\ub978 \ubcc0\uc218\ub4e4\uacfc\uc758 \uc0c1\uad00 \uad00\uacc4\ub97c \uace0\ub824\ud558\uc5ec \uc0c8\ub85c\uc6b4 \ud2b9\uc9d5\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
- \ubaa8\ub378 \ud574\uc11d:<\/strong> \ubaa8\ub378\uc758 \ub0b4\ubd80 \uc791\ub3d9 \ubc29\uc2dd\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744\u5229\u7528\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc6cc\ud06c\ud50c\ub85c\uc6b0<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n- \ub370\uc774\ud130 \uc218\uc9d1:<\/strong> \uae08\uc735 \ub370\uc774\ud130(\uac00\uaca9, \uac70\ub798\ub7c9 \ub4f1)\uc640 \uc678\ubd80 \ub370\uc774\ud130(\ub274\uc2a4, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub4f1)\ub97c \uc218\uc9d1\ud558\uc5ec \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4.<\/li>\n
- \ub370\uc774\ud130 \uc804\ucc98\ub9ac:<\/strong> \uacb0\uce21\uac12 \ucc98\ub9ac, \uc815\uaddc\ud654, \ud2b9\uc9d5 \uc120\ud0dd \ub4f1\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n
- \ud2b9\uc9d5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1:<\/strong> \uc815\ubcf4 \uacc4\uc218 \ubc0f \uc0c1\ud638 \uc815\ubcf4\ub7c9\uc744 \ud1b5\ud574 \uc911\uc694\ud55c \ubcc0\uc218\ub4e4\uc744 \uc120\ud0dd\ud558\uace0 \uc0c8\ub85c\uc6b4 \ubcc0\uc218\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n
- \ubaa8\ub378 \ud559\uc2b5:<\/strong> \uc120\ud0dd\ud55c \uc54c\uace0\ub9ac\uc998\uc5d0 \ub530\ub77c \ub370\uc774\ud130\ub97c \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\uc11c \ub2e4\uc591\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \ud29c\ub2dd\ud558\uc5ec \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
- \ubaa8\ub378 \ud3c9\uac00:<\/strong> \uc815\ubcf4 \uacc4\uc218, \uad50\ucc28 \uac80\uc99d \ub4f1\uc758 \ubc29\ubc95\uc73c\ub85c \ubaa8\ub378\uc758 \uc131\uacfc\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n
- \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad6c\uc131:<\/strong> \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud558\uace0 \ub9ac\uc2a4\ud06c \uad00\ub9ac\ub97c \uc2e4\uc2dc\ud569\ub2c8\ub2e4.<\/li>\n
- \uc2e4\ud589 \ubc0f \ubaa8\ub2c8\ud130\ub9c1:<\/strong> \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc2e4\ud589\ud558\uace0, \ubaa8\ub378\uc758 \uc131\uacfc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n
6. \uacb0\ub860<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ubbf8\ub798\ub97c \uc774\ub04c\uc5b4\uac08 \uc911\uc694\ud55c \uae30\uc220\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc815\ubcf4 \uacc4\uc218\uc640 \uc0c1\ud638 \uc815\ubcf4\ub7c9\uc740 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \ub370 \uc788\uc5b4 \ud544\uc218\uc801\uc778 \uac1c\ub150\uc774\uba70, \uc774\ub4e4\uc744 \uc801\uc808\ud788 \ud65c\uc6a9\ud560 \uc218 \uc788\ub2e4\uba74 \ud601\uc2e0\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc774 \uac15\uc758\ub97c \ud1b5\ud574 \uc18c\uac1c\ud55c \uac1c\ub150\ub4e4\uc744 \ud65c\uc6a9\ud558\uc5ec \uc2e4\uc81c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0, \uc131\uacf5\uc801\uc778 \ud000\ud2b8 \ud2b8\ub808\uc774\ub354\ub85c \uc131\uc7a5\ud558\uc2dc\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ud000\ud2b8 \ub9e4\ub9e4\ub294 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc218\uc775\uc744 \ub0b4\uae30 \uc704\ud574 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\ub860\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \ud000\ud2b8 \ud22c\uc790\uc790\ub4e4\uc5d0\uac8c \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uc2dc\uc791\ud574\uc11c, \ud2b9\ud788 \uc815\ubcf4 \uacc4\uc218(Information Coefficient)\uc640 \uc0c1\ud638 \uc815\ubcf4\ub7c9(Mutual Information)\uc758 \uac1c\ub150\uc744 \uae4a\uc774 \uc788\uac8c \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uc774\ud574 \uba38\uc2e0\ub7ec\ub2dd(Machine Learning)\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\ub294 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ubcf4 \uacc4\uc218\uc640 \uc0c1\ud638 \uc815\ubcf4\ub7c9”<\/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-29299","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, \uc815\ubcf4 \uacc4\uc218\uc640 \uc0c1\ud638 \uc815\ubcf4\ub7c9 - \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\/29299\/\" \/>\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\ubcf4 \uacc4\uc218\uc640 \uc0c1\ud638 \uc815\ubcf4\ub7c9 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud000\ud2b8 \ub9e4\ub9e4\ub294 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc218\uc775\uc744 \ub0b4\uae30 \uc704\ud574 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\ub860\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \ud000\ud2b8 \ud22c\uc790\uc790\ub4e4\uc5d0\uac8c \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uc2dc\uc791\ud574\uc11c, \ud2b9\ud788 \uc815\ubcf4 \uacc4\uc218(Information Coefficient)\uc640 \uc0c1\ud638 \uc815\ubcf4\ub7c9(Mutual Information)\uc758 \uac1c\ub150\uc744 \uae4a\uc774 \uc788\uac8c \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uc774\ud574 \uba38\uc2e0\ub7ec\ub2dd(Machine Learning)\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\ub294 … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ubcf4 \uacc4\uc218\uc640 \uc0c1\ud638 \uc815\ubcf4\ub7c9"\" \/>\n<meta property=\"og:url\" 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