{"id":478501,"date":"2023-08-09T09:33:49","date_gmt":"2023-08-09T09:33:49","guid":{"rendered":""},"modified":"2023-09-05T11:16:55","modified_gmt":"2023-09-05T11:16:55","slug":"predictive-data-mining","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/kr\/wiki\/predictive-data-mining\/","title":{"rendered":"\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd"},"content":{"rendered":"<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \ud1b5\uacc4 \ubd84\uc11d, \uae30\uacc4 \ud559\uc2b5, \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc744 \uacb0\ud569\ud558\uc5ec \ubbf8\ub798 \ucd94\uc138\uc640 \ud589\ub3d9\uc744 \uc608\uce21\ud558\ub294 \uac15\ub825\ud55c \ub370\uc774\ud130 \ubd84\uc11d \uae30\uc220\uc785\ub2c8\ub2e4. \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uae30\ub85d \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\uace0 \ud5a5\ud6c4 \uc774\ubca4\ud2b8, \uacb0\uacfc \ub610\ub294 \ud589\ub3d9\uc5d0 \ub300\ud574 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc740 \uae30\uc5c5, \uc5f0\uad6c\uc6d0 \ubc0f \uc870\uc9c1\uc774 \uc815\ubcf4\uc5d0 \uadfc\uac70\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \ud6a8\uacfc\uc801\uc778 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \uc720\ub798\uc640 \ucd5c\ucd08 \uc5b8\uae09\uc758 \uc5ed\uc0ac.<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \ubfcc\ub9ac\ub294 \ud1b5\uacc4\ud559\uc790\ub4e4\uc774 \uacfc\uac70 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uce21\ud558\ub294 \ubc29\ubc95\uc744 \uac1c\ubc1c\ud558\uae30 \uc2dc\uc791\ud55c 20\uc138\uae30 \ucd08\ubc18\uc73c\ub85c \uac70\uc2ac\ub7ec \uc62c\ub77c\uac11\ub2c8\ub2e4. \uadf8\ub7ec\ub098 &quot;\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd&quot;\uc774\ub77c\ub294 \uc6a9\uc5b4\ub294 1990\ub144\ub300 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \uae30\uc220\uc758 \uc778\uae30\uac00 \ub192\uc544\uc9c0\uba74\uc11c \ub450\uac01\uc744 \ub098\ud0c0\ub0c8\uc2b5\ub2c8\ub2e4. \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \ucd08\uae30 \uc801\uc6a9\uc740 \uae30\uc5c5\uc774 \uacfc\uac70 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc8fc\uac00, \uace0\uac1d \ud589\ub3d9 \ubc0f \ud310\ub9e4 \ud328\ud134\uc744 \uc608\uce21\ud558\ub294 \uae08\uc735 \ubc0f \ub9c8\ucf00\ud305 \ubd84\uc57c\uc5d0\uc11c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4\uc785\ub2c8\ub2e4. \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \uc8fc\uc81c \ud655\uc7a5.<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc5d0\ub294 \ub370\uc774\ud130 \uc218\uc9d1, \uc804\ucc98\ub9ac, \uae30\ub2a5 \uc120\ud0dd, \ubaa8\ub378 \uad50\uc721 \ubc0f \uc608\uce21\uc744 \ud3ec\ud568\ud558\ub294 \ub2e4\ub2e8\uacc4 \ud504\ub85c\uc138\uc2a4\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uac01 \ub2e8\uacc4\ub97c \ub354 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p>\ub370\uc774\ud130 \uc218\uc9d1: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uc6f9\uc0ac\uc774\ud2b8, \uc18c\uc15c \ubbf8\ub514\uc5b4, \uc13c\uc11c \ub4f1\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \uad00\ub828 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uc9c8\uacfc \uc591\uc740 \uc608\uce21\uc758 \uc815\ud655\uc131\uc5d0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\uc804\ucc98\ub9ac: \uc6d0\uc2dc \ub370\uc774\ud130\uc5d0\ub294 \ubd88\uc77c\uce58, \ub204\ub77d\ub41c \uac12 \ubc0f \ub178\uc774\uc988\uac00 \ud3ec\ud568\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc608\uce21 \ubaa8\ub378\uc5d0 \ub370\uc774\ud130\ub97c \uacf5\uae09\ud558\uae30 \uc804\uc5d0 \ub370\uc774\ud130\ub97c \uc815\ub9ac, \ubcc0\ud658 \ubc0f \uc815\uaddc\ud654\ud558\uae30 \uc704\ud574 \uc804\ucc98\ub9ac \uae30\uc220\uc774 \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\uae30\ub2a5 \uc120\ud0dd: \uae30\ub2a5 \uc120\ud0dd\uc740 \uad00\ub828\uc774 \uc5c6\uac70\ub098 \uc911\ubcf5\ub418\ub294 \ubcc0\uc218\ub97c \uc81c\uac70\ud558\ub294 \ub370 \ud544\uc218\uc801\uc774\uba70, \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378 \uc131\ub2a5\uc744 \ud5a5\uc0c1\ud558\uace0 \ubcf5\uc7a1\uc131\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ubaa8\ub378 \ud6c8\ub828: \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uacfc\uac70 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac, \uc2e0\uacbd\ub9dd, \uc9c0\uc6d0 \ubca1\ud130 \uba38\uc2e0, \ud68c\uadc0 \ubaa8\ub378\uacfc \uac19\uc740 \uc608\uce21 \ubaa8\ub378\uc744 \ud6c8\ub828\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uace0 \uc608\uce21\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud328\ud134\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\uc608\uce21: \ubaa8\ub378\uc774 \ud6c8\ub828\ub418\uba74 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ub418\uc5b4 \ud5a5\ud6c4 \uacb0\uacfc\ub098 \ud589\ub3d9\uc744 \uc608\uce21\ud569\ub2c8\ub2e4. \uc608\uce21\uc758 \uc815\ud655\uc131\uc740 \ub2e4\uc591\ud55c \uc131\ub2a5 \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud3c9\uac00\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \ub0b4\ubd80 \uad6c\uc870. \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \uc791\ub3d9 \ubc29\uc2dd.<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \uacfc\uac70 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uacfc \uc9c0\uc2dd\uc744 \ucd94\ucd9c\ud558\uc5ec \ubbf8\ub798 \uc0ac\uac74\uc744 \uc608\uce21\ud558\ub294 \uc6d0\ub9ac\uc5d0 \ub530\ub77c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \ub0b4\ubd80 \uad6c\uc870\uc5d0\ub294 \ub2e4\uc74c \uad6c\uc131 \uc694\uc18c\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p>\ub370\uc774\ud130 \uc800\uc7a5\uc18c: \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130, \ubc18\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130, \ube44\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uc6d0\uc2dc \ub370\uc774\ud130\uac00 \uc800\uc7a5\ub418\ub294 \uacf3\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ub370\uc774\ud130 \uc815\ub9ac: \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud558\uc5ec \uc624\ub958, \ubd88\uc77c\uce58 \ubc0f \ub204\ub77d\ub41c \uac12\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4. \uc815\ub9ac\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uc774 \ub192\uace0 \ubd84\uc11d\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ub370\uc774\ud130 \ud1b5\ud569: \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0\ub294 \ub2e4\uc591\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \ud1b5\ud569\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c \ud1b5\uc77c\ub41c \ud615\uc2dd\uc73c\ub85c \uacb0\ud569\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ud2b9\uc9d5 \ucd94\ucd9c(Feature Extraction): \ub370\uc774\ud130\uc5d0\uc11c \uad00\ub828 \uc788\ub294 \ud2b9\uc9d5\uc774\ub098 \uc18d\uc131\uc744 \ucd94\ucd9c\ud558\uace0, \uad00\ub828\uc774 \uc5c6\uac70\ub098 \uc911\ubcf5\ub418\ub294 \ud2b9\uc9d5\uc774\ub098 \uc18d\uc131\uc740 \uc0ad\uc81c\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ubaa8\ub378 \uad6c\ucd95: \uc608\uce21 \ubaa8\ub378\uc740 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131\ub418\uba70, \uacfc\uac70 \ub370\uc774\ud130\ub294 \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \uad50\uc721\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ubaa8\ub378 \ud3c9\uac00: \ud559\uc2b5\ub41c \ubaa8\ub378\uc740 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728, F1 \uc810\uc218\uc640 \uac19\uc740 \uc131\ub2a5 \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud3c9\uac00\ub418\uc5b4 \uc608\uce21 \uae30\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\uc608\uce21 \ubc0f \ubc30\ud3ec: \ubaa8\ub378\uc774 \uac80\uc99d\ub418\uba74 \uc0c8 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \uc608\uce21\uc744 \uc704\ud574 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc744 \uc2e4\uc2dc\uac04 \uc2dc\uc2a4\ud15c\uc5d0 \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \uc8fc\uc694 \uae30\ub2a5 \ubd84\uc11d.<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \uae30\uc5c5\uacfc \uc5f0\uad6c\uc790\ub4e4\uc5d0\uac8c \uc720\uc6a9\ud55c \ub3c4\uad6c\uac00 \ub418\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ubbf8\ub798 \ub3d9\ud5a5 \uc608\uce21<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \ubbf8\ub798 \ucd94\uc138\ub97c \uc608\uce21\ud558\uc5ec \uc870\uc9c1\uc774 \ud6a8\uacfc\uc801\uc73c\ub85c \uacc4\ud68d\ud558\uace0 \uc804\ub7b5\uc744 \uc138\uc6b8 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud5a5\uc0c1\ub41c \uc758\uc0ac\uacb0\uc815<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc744 \ud1b5\ud574 \uc5bb\uc740 \ud1b5\ucc30\ub825\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 \ub370\uc774\ud130 \uc911\uc2ec \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub824 \uc704\ud5d8\uc744 \uc904\uc774\uace0 \ud6a8\uc728\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud328\ud134 \uc2dd\ubcc4<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \uae30\uc874 \ubd84\uc11d\uc744 \ud1b5\ud574 \uba85\ud655\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\ub294 \ub370\uc774\ud130\uc758 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ucc3e\uc544\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uace0\uac1d \ud589\ub3d9 \ubd84\uc11d<\/strong>: \ub9c8\ucf00\ud305 \ubc0f \uace0\uac1d \uad00\uacc4 \uad00\ub9ac\uc5d0\uc11c\ub294 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uace0\uac1d \ud589\ub3d9, \uc120\ud638\ub3c4 \ubc0f \uc774\ud0c8 \uc608\uce21\uc744 \uc774\ud574\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc704\ud5d8 \ud3c9\uac00<\/strong>: \uae08\uc735 \ubc0f \ubcf4\ud5d8 \uc0b0\uc5c5\uc5d0\uc11c \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \uc704\ud5d8\uc744 \ud3c9\uac00\ud558\uace0 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc758\ub8cc \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \uc9c8\ubcd1 \uc608\uce21, \ud658\uc790 \ubaa8\ub2c8\ud130\ub9c1, \uce58\ub8cc \ud6a8\uacfc \ud3c9\uac00\ub97c \uc704\ud574 \ud5ec\uc2a4\ucf00\uc5b4 \ubd84\uc57c\uc5d0 \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc0ac\uae30 \ud0d0\uc9c0<\/strong>: \ud2b9\ud788 \uc740\ud589 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \ubd84\uc57c\uc5d0\uc11c \uc0ac\uae30 \ud589\uc704 \ubc0f \uac70\ub798\ub97c \ud0d0\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \uc720\ud615<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \uae30\uc220\uc740 \ubb38\uc81c\uc758 \uc131\uaca9\uacfc \uc0ac\uc6a9\ub41c \uc54c\uace0\ub9ac\uc998\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \uc720\ud615\uc73c\ub85c \ubd84\ub958\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \uc77c\ubc18\uc801\uc778 \uc720\ud615 \ubaa9\ub85d\uc785\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ubd84\ub958<\/strong>: \uc774 \uc720\ud615\uc5d0\ub294 \ubc94\uc8fc\ud615 \uacb0\uacfc\ub97c \uc608\uce21\ud558\uac70\ub098 \uc0ac\uc804 \uc815\uc758\ub41c \ud074\ub798\uc2a4 \ub610\ub294 \ubc94\uc8fc\uc5d0 \ub370\uc774\ud130 \uc778\uc2a4\ud134\uc2a4\ub97c \ud560\ub2f9\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac, \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, \uc9c0\uc6d0 \ubca1\ud130 \uba38\uc2e0\uacfc \uac19\uc740 \uc54c\uace0\ub9ac\uc998\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ubd84\ub958 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud68c\uadc0<\/strong>: \ud68c\uadc0\ubd84\uc11d\uc740 \uc5f0\uc18d\uc801\uc778 \uc218\uce58\ub97c \uc608\uce21\ud558\ubbc0\ub85c \uc608\uce21 \ubc0f \ucd94\uc815\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc120\ud615 \ud68c\uadc0, \ub2e4\ud56d \ud68c\uadc0 \ubc0f \uadf8\ub798\ub514\uc5b8\ud2b8 \ubd80\uc2a4\ud305 \ud68c\uadc0\ub294 \uc77c\ubc18\uc801\uc778 \ud68c\uadc0 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc2dc\uacc4\uc5f4 \ubd84\uc11d<\/strong>: \uc774 \uc720\ud615\uc740 \ub370\uc774\ud130\uc758 \uc2dc\uac04 \uc885\uc18d\uc801 \ud2b9\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uac12\uc744 \uc608\uce21\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc2dc\uacc4\uc5f4 \uc608\uce21\uc5d0\ub294 ARIMA(Autoregressive Integrated Moving Average) \ubc0f \uc9c0\uc218 \ud3c9\ud65c \ubc29\ubc95\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud074\ub7ec\uc2a4\ud130\ub9c1<\/strong>: \ud074\ub7ec\uc2a4\ud130\ub9c1 \uae30\uc220\uc740 \ubbf8\ub9ac \uc815\uc758\ub41c \ud074\ub798\uc2a4 \uc5c6\uc774 \uc720\uc0ac\ud55c \ub370\uc774\ud130 \uc778\uc2a4\ud134\uc2a4\ub97c \ud2b9\uc131\uc5d0 \ub530\ub77c \uadf8\ub8f9\ud654\ud569\ub2c8\ub2e4. K-Means\uc640 Hierarchical Clustering\uc740 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc5f0\uad00 \uaddc\uce59 \ub9c8\uc774\ub2dd<\/strong>: \uc5f0\uad00 \uaddc\uce59 \ub9c8\uc774\ub2dd\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ubcc0\uc218 \uac04\uc758 \ud765\ubbf8\ub85c\uc6b4 \uad00\uacc4\ub97c \ubc1c\uacac\ud569\ub2c8\ub2e4. Apriori \ubc0f FP-Growth \uc54c\uace0\ub9ac\uc998\uc740 \uc5f0\uad00 \uaddc\uce59 \ub9c8\uc774\ub2dd\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc774\uc0c1 \ud0d0\uc9c0<\/strong>: \uc774\uc0c1 \ud0d0\uc9c0\ub294 \ub370\uc774\ud130\uc5d0\uc11c \ube44\uc815\uc0c1\uc801\uc778 \ud328\ud134\uc774\ub098 \uc774\uc0c1\uce58\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. One-Class SVM \ubc0f Isolation Forest\ub294 \uc774\uc0c1 \ud0d0\uc9c0\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \uc0ac\uc6a9 \ubc29\ubc95, \uc0ac\uc6a9\uacfc \uad00\ub828\ub41c \ubb38\uc81c \ubc0f \ud574\uacb0 \ubc29\ubc95.<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubc0f \ubd84\uc57c\uc5d0 \uc801\uc6a9\ub429\ub2c8\ub2e4. \uc0ac\uc6a9\ub418\ub294 \uc77c\ubc18\uc801\uc778 \ubc29\ubc95 \uc911 \uc77c\ubd80\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub9c8\ucf00\ud305\uacfc \ud310\ub9e4<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \uace0\uac1d \uc138\ubd84\ud654, \uc774\ud0c8 \uc608\uce21, \uad50\ucc28 \ud310\ub9e4 \ubc0f \uac1c\uc778\ud654\ub41c \ub9c8\ucf00\ud305 \ucea0\ud398\uc778\uc5d0 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc7ac\uc6d0<\/strong>: \uc2e0\uc6a9\uc704\ud5d8\ud3c9\uac00, \ubd80\uc815\ud589\uc704 \uc801\ubc1c, \ud22c\uc790\uc608\uce21, \uc8fc\uc2dd\uc2dc\uc7a5 \ubd84\uc11d\uc5d0 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubcf4\uac74 \uc758\ub8cc<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \uc9c8\ubcd1 \uc608\uce21, \ud658\uc790 \uacb0\uacfc \uc608\uce21, \uc57d\ubb3c \uc720\ud6a8\uc131 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc870\uc791<\/strong>: \uc608\uce21 \uc720\uc9c0\ubcf4\uc218, \ud488\uc9c8 \uad00\ub9ac, \uacf5\uae09\ub9dd \ucd5c\uc801\ud654\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc6b4\uc1a1 \ubc0f \ubb3c\ub958<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc744 \uc801\uc6a9\ud558\uc5ec \uacbd\ub85c \uacc4\ud68d, \uc218\uc694 \uc608\uce21, \ucc28\ub7c9 \uc720\uc9c0 \uad00\ub9ac\ub97c \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\uc7a0\uc7ac\uc801\uc778 \uc774\uc810\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uba87 \uac00\uc9c0 \uacfc\uc81c\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub370\uc774\ud130 \ud488\uc9c8<\/strong>: \ub370\uc774\ud130 \ud488\uc9c8\uc774 \uc88b\uc9c0 \uc54a\uc73c\uba74 \ubd80\uc815\ud655\ud55c \uc608\uce21\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub824\uba74 \ub370\uc774\ud130 \uc815\ub9ac \ubc0f \uc804\ucc98\ub9ac\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uacfc\uc801\ud569<\/strong>: \uacfc\uc801\ud569\uc740 \ubaa8\ub378\uc774 \ud6c8\ub828 \ub370\uc774\ud130\uc5d0\uc11c\ub294 \uc798 \uc218\ud589\ub418\uc9c0\ub9cc \uc0c8 \ub370\uc774\ud130\uc5d0\uc11c\ub294 \uc81c\ub300\ub85c \uc218\ud589\ub418\uc9c0 \uc54a\uc744 \ub54c \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uc815\uaddc\ud654 \uae30\uc220\uacfc \uad50\ucc28 \uac80\uc99d\uc744 \ud1b5\ud574 \uacfc\uc801\ud569\uc744 \uc644\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud574\uc11d \uac00\ub2a5\uc131<\/strong>: \uc77c\ubd80 \uc608\uce21 \ubaa8\ub378\uc740 \ubcf5\uc7a1\ud558\uace0 \ud574\uc11d\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ubcf4\ub2e4 \ud574\uc11d \uac00\ub2a5\ud55c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub824\ub294 \ub178\ub825\uc774 \uc9c4\ud589\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ubcf4\uc548<\/strong>: \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc5d0\ub294 \ubbfc\uac10\ud55c \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc73c\ubbc0\ub85c \uac15\ub825\ud55c \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ubcf4\uc548 \uc870\uce58\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc8fc\uc694 \ud2b9\uc9d5 \ubc0f \uae30\ud0c0 \uc720\uc0ac\ud55c \uc6a9\uc5b4\uc640\uc758 \ube44\uad50\ub97c \ud45c\uc640 \ubaa9\ub85d \ud615\ud0dc\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/h2>\n<p>\ub2e4\uc74c\uc740 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc744 \uad00\ub828 \uc6a9\uc5b4\uc640 \ube44\uad50\ud558\uace0 \uc8fc\uc694 \ud2b9\uc9d5\uc744 \uac15\uc870\ud55c \ud45c\uc785\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\uc6a9\uc5b4<\/th>\n<th>\ud615\uc9c8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd<\/td>\n<td>\u2013 \uacfc\uac70 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ubbf8\ub798 \uc608\uce21\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \ubaa8\ub378 \uad50\uc721 \ubc0f \uc608\uce21 \ub2e8\uacc4\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \ub3d9\ud5a5 \ubc0f \ud589\ub3d9 \uc608\uce21\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\ub370\uc774\ud130 \uc218\uc9d1<\/td>\n<td>\u2013 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ubc1c\uacac\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uc124\uba85, \uc9c4\ub2e8, \uc608\uce21 \ubc0f \ucc98\ubc29 \ubd84\uc11d\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \ub370\uc774\ud130\ub85c\ubd80\ud130 \uc9c0\uc2dd\uacfc \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud568<\/td>\n<\/tr>\n<tr>\n<td>\uae30\uacc4 \ud559\uc2b5<\/td>\n<td>\u2013 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uace0 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uc54c\uace0\ub9ac\uc998\uacfc \uad00\ub828\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uc9c0\ub3c4 \ud559\uc2b5, \ube44\uc9c0\ub3c4 \ud559\uc2b5, \uac15\ud654 \ud559\uc2b5 \ud3ec\ud568<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \ud328\ud134 \uc778\uc2dd, \ubd84\ub958, \ud68c\uadc0 \ubc0f \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\uc778\uacf5\uc9c0\ub2a5<\/td>\n<td>\u2013 \uba38\uc2e0\ub7ec\ub2dd, \ub370\uc774\ud130\ub9c8\uc774\ub2dd \ub4f1 \ub2e4\uc591\ud55c \uae30\uc220\uc744 \ud3ec\uad04\ud558\ub294 \ubcf4\ub2e4 \ud3ed\ub113\uc740 \ubd84\uc57c<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uc77c\ubc18\uc801\uc73c\ub85c \uc778\uac04\uc758 \uc9c0\ub2a5\uc774 \ud544\uc694\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub294 \uae30\uacc4 \ub610\ub294 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub85c\ubd07\uacf5\ud559, \ucef4\ud4e8\ud130 \ube44\uc804, \uc804\ubb38\uac00 \uc2dc\uc2a4\ud15c \ud3ec\ud568<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc5d0 \uad00\ud55c \ubbf8\ub798\uc758 \uad00\uc810\uacfc \uae30\uc220.<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ucd94\uc138\uc640 \uae30\uc220\ub85c \uc778\ud574 \ud5a5\ud6c4 \uba87 \ub144 \ub3d9\uc548 \uc0c1\ub2f9\ud55c \ubc1c\uc804\uc744 \uc774\ub8f0 \uc900\ube44\uac00 \ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ube45 \ub370\uc774\ud130<\/strong>: \ub370\uc774\ud130\uc758 \uc591\uc774 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \uacc4\uc18d \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \ubcf4\ub2e4 \uad11\ubc94\uc704\ud558\uace0 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc774\uc810\uc744 \ub204\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub525\ub7ec\ub2dd<\/strong>: \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\uc778 \ub525\ub7ec\ub2dd\uc740 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc5d0\uc11c \ub208\ubd80\uc2e0 \uc131\uacf5\uc744 \uac70\ub450\uba70 \uc608\uce21 \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\ub97c \ub192\uc77c \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc0ac\ubb3c\uc778\ud130\ub137(IoT)<\/strong>: IoT \uc7a5\uce58\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uc5ec \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0, \uc758\ub8cc \ubc0f \uae30\ud0c0 \ub3c4\uba54\uc778\uc5d0\uc11c \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc124\uba85 \uac00\ub2a5\ud55c AI<\/strong>: \uc911\uc694\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \uc2e0\ub8b0\uc640 \uc218\uc6a9\uc744 \uc5bb\ub294 \ub370 \uc911\uc694\ud55c \ubcf4\ub2e4 \ud574\uc11d \uac00\ub2a5\ud55c \uc608\uce21 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub824\ub294 \ub178\ub825\uc774 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc790\ub3d9\ud654\ub41c \uae30\uacc4 \ud559\uc2b5(AutoML)<\/strong>: AutoML \ub3c4\uad6c\ub294 \ubaa8\ub378 \uc120\ud0dd, \ud6c8\ub828, \ucd08\ub9e4\uac1c\ubcc0\uc218 \uc870\uc815 \ud504\ub85c\uc138\uc2a4\ub97c \ub2e8\uc21c\ud654\ud558\uc5ec \ube44\uc804\ubb38\uac00\ub3c4 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc5d0 \ub354 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc5e3\uc9c0 \ucef4\ud4e8\ud305<\/strong>: \uc5e3\uc9c0\uc5d0\uc11c\uc758 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc744 \ud1b5\ud574 \uc911\uc559 \uc9d1\uc911\uc2dd \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc5d0\ub9cc \uc758\uc874\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uacfc \uc758\uc0ac\uacb0\uc815\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uac70\ub098 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uacfc \uc5f0\uad00\uc2dc\ud0a4\ub294 \ubc29\ubc95.<\/h2>\n<p>\ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc758 \ub9e5\ub77d\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uac70\ub098 \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uacfc \uc5f0\uacb0\ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc218\uc9d1<\/strong>: \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc778\ud130\ub137\uc758 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uc6d0\uacfc \ub370\uc774\ud130 \ub9c8\uc774\ub108\ub294 \uc11c\ub85c \ub2e4\ub978 IP \uc8fc\uc18c\ub97c \uac00\uc9c4 \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \ud1b5\ud574 \uc694\uccad\uc744 \ub77c\uc6b0\ud305\ud568\uc73c\ub85c\uc368 IP \uae30\ubc18 \uc81c\ud55c\uc744 \ud53c\ud558\uace0 \ubd84\uc11d\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc775\uba85\uc131\uacfc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638<\/strong>: \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \ub54c \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uba74 \uc775\uba85\uc131\uacfc \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638\ub97c \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \uaddc\uc815\uc744 \uc900\uc218\ud574\uc57c \ud558\ub294 \uacbd\uc6b0\uc5d0 \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub85c\ub4dc \ubc38\ub7f0\uc2f1<\/strong>: \uc6f9 \uc2a4\ud06c\ub798\ud551 \ub610\ub294 \ub370\uc774\ud130 \ucd94\ucd9c\uacfc \uad00\ub828\ub41c \uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c\ub294 \ub85c\ub4dc \uade0\ud615 \uc870\uc815\uc744 \uc704\ud574 \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \ud504\ub85d\uc2dc \uc11c\ubc84\uc5d0 \uc694\uccad\uc744 \ubd84\uc0b0\ud558\uba74 \uacfc\ubd80\ud558\ub97c \ubc29\uc9c0\ud558\uace0 \ub370\uc774\ud130 \uc218\uc9d1 \ud504\ub85c\uc138\uc2a4\ub97c \ubcf4\ub2e4 \uc6d0\ud65c\ud558\uac8c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubc29\ud654\ubcbd \uc6b0\ud68c<\/strong>: \uc5b4\ub5a4 \uacbd\uc6b0\uc5d0\ub294 \ud2b9\uc815 \uc6f9\uc0ac\uc774\ud2b8\ub098 \ub370\uc774\ud130 \uc18c\uc2a4\uac00 \ubc29\ud654\ubcbd\uc774\ub098 \uc81c\ud55c\uc801\uc778 \uc561\uc138\uc2a4 \uc81c\uc5b4 \ub4a4\uc5d0 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc774\ub7ec\ud55c \uc81c\ud55c\uc744 \uc6b0\ud68c\ud558\uace0 \uc6d0\ud558\ub294 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub3c4\ub85d \uc911\uac1c\uc790 \uc5ed\ud560\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uad00\ub828\ub41c \ub9c1\ud06c\ub4e4<\/h2>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd, \ud574\ub2f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc0f \uad00\ub828 \uae30\uc220\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624.<\/p>\n<ol>\n<li><a href=\"https:\/\/www.sas.com\/en_us\/insights\/analytics\/data-mining-vs-predictive-analytics.html\" target=\"_new\" rel=\"noopener nofollow\">\ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uacfc \uc608\uce21 \ubd84\uc11d: \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><\/li>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Machine_learning\" target=\"_new\" rel=\"noopener nofollow\">\uae30\uacc4 \ud559\uc2b5 \uc18c\uac1c<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2405844018327764\" target=\"_new\" rel=\"noopener nofollow\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d: \uae30\ud68c\uc640 \uacfc\uc81c \ud30c\uc545<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/the-rise-of-deep-learning-in-predictive-analytics-ebebdb21fd7a\" target=\"_new\" rel=\"noopener nofollow\">\uc608\uce21 \ubd84\uc11d\uc5d0\uc11c \ub525 \ub7ec\ub2dd\uc758 \ubd80\uc0c1<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/explainable-artificial-intelligence-understanding-the-black-box-7a84a57a26d7\" target=\"_new\" rel=\"noopener nofollow\">\uc124\uba85 \uac00\ub2a5\ud55c \uc778\uacf5 \uc9c0\ub2a5: \ube14\ub799\ubc15\uc2a4 \uc774\ud574<\/a><\/li>\n<li><a href=\"https:\/\/www.cloudflare.com\/learning\/security\/glossary\/what-is-a-proxy-server\/\" target=\"_new\" rel=\"noopener nofollow\">\ud504\ub85d\uc2dc \uc11c\ubc84 \uc791\ub3d9 \ubc29\uc2dd<\/a><\/li>\n<\/ol>\n<p>\uc608\uce21 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc774 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc758\uc2ec\ud560 \uc5ec\uc9c0 \uc5c6\uc774 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc758\uc0ac \uacb0\uc815\uacfc \ud601\uc2e0\uc758 \ubbf8\ub798\uac00 \ud615\uc131\ub420 \uac83\uc785\ub2c8\ub2e4. \uacfc\uac70 \ub370\uc774\ud130\uc640 \ucd5c\ucca8\ub2e8 \uae30\uc220\uc758 \ud798\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc740 \uc810\uc810 \ub354 \ub370\uc774\ud130 \uc911\uc2ec\uc801\uc778 \uc138\uc0c1\uc5d0\uc11c \uc55e\uc73c\ub85c \ub098\uc544\uac08 \uc218 \uc788\ub294 \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478501","wiki","type-wiki","status-publish","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Predictive Data Mining: Unveiling the Future Insights<\/mark>","faq_items":[{"question":"What is predictive data mining?","answer":"<p>Predictive data mining is a data analysis technique that uses historical data, machine learning, and statistical algorithms to predict future trends and behaviors. It helps businesses make informed decisions and develop effective strategies based on insights gained from data patterns.<\/p>"},{"question":"How does predictive data mining work?","answer":"<p>Predictive data mining involves several steps: data collection, preprocessing, feature selection, model training, and prediction. Data is gathered from various sources, cleaned, and transformed before training predictive models. These models are then used to make predictions about future outcomes.<\/p>"},{"question":"What are the key features of predictive data mining?","answer":"<p>Predictive data mining offers the ability to predict future trends, identify complex patterns, and analyze customer behavior. It aids in improved decision making, risk assessment, and fraud detection. The technique is widely used in finance, marketing, healthcare, and other industries.<\/p>"},{"question":"What types of predictive data mining exist?","answer":"<p>Predictive data mining includes various types: classification, regression, time series analysis, clustering, association rule mining, and anomaly detection. Each type addresses different prediction tasks based on the nature of the data and the problem at hand.<\/p>"},{"question":"How is predictive data mining used?","answer":"<p>Predictive data mining finds application in marketing, finance, healthcare, manufacturing, and transportation, among others. It is used for customer segmentation, credit risk assessment, disease prediction, and predictive maintenance, among other tasks.<\/p>"},{"question":"What are the challenges related to predictive data mining?","answer":"<p>Predictive data mining faces challenges such as data quality issues, overfitting, model interpretability, and data privacy concerns. Ensuring data accuracy, using regularization techniques, and developing more interpretable models are some solutions to address these challenges.<\/p>"},{"question":"What are the perspectives and technologies related to predictive data mining?","answer":"<p>The future of predictive data mining looks promising, with advancements in big data, deep learning, IoT, explainable AI, automated machine learning, and edge computing contributing to its growth and impact.<\/p>"},{"question":"How are proxy servers associated with predictive data mining?","answer":"<p>Proxy servers play a crucial role in data gathering, anonymization, load balancing, and bypassing firewalls in predictive data mining applications. They provide added anonymity and privacy protection, facilitating smooth data collection from diverse sources.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/478501","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/478501\/revisions"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media?parent=478501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}