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1. \uc11c\ub860<\/h2>\n
\n \uae08\uc735 \uc2dc\uc7a5\uc758 \ubcf5\uc7a1\uc131\uacfc \ubcc0\ub3d9\uc131 \ub355\ubd84\uc5d0 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud000\ud2b8 \ud22c\uc790\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uac8c \ub418\uc5c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \ud22c\uc790 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \ub370 \uc788\uc5b4 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc8fc\uace0 \uc788\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uadf8\ub9ac\uace0 \uc6d4\ub4dc\ud000\ud2b8\uc758 \uc815\ud615\ud654\ub41c \uc54c\ud30c \ud0d0\uc0c9\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uae4a\uc740 \ub17c\uc758\ub97c \uc9c4\ud589\ud560 \uac83\uc774\ub2e4.\n <\/p>\n

2. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08<\/h2>\n
\n \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780, \uc0ac\uc804\uc5d0 \uc124\uc815\ud55c \uaddc\uce59\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc758\ubbf8\ud55c\ub2e4. \uc774\ub7ec\ud55c \ubc29\uc2dd\uc740 \uc778\uac04\uc758 \uac10\uc815\uc801\uc778 \ud310\ub2e8\uc744 \ubc30\uc81c\ud558\uace0, \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uc5ec \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uace0 \uc77c\uad00\ub41c \uac70\ub798 \uacb0\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud55c\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ud1b5\ud574 \uac70\ub798 \uc804\ub7b5\uc758 \uc131\ub2a5\uc744 \ub354\uc6b1 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub2e4.\n <\/p>\n

2.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc720\ud615<\/h3>\n
\n
\uad6c\uac04 \ub9e4\ub9e4:<\/strong> \uac00\uaca9\uc774 \ud2b9\uc815 \ubc94\uc704 \ub0b4\uc5d0\uc11c \uc720\uc9c0\ub420 \uac83\uc774\ub77c\ub294 \uac00\uc815 \ud558\uc5d0 \uac70\ub798\ud558\ub294 \ubc29\uc2dd.<\/li>\n
\ucd94\uc138 \ub9e4\ub9e4:<\/strong> \uac00\uaca9\uc758 \ubc29\ud5a5\uc131\uc774 \uc788\uc744 \ub54c \uc774\ub97c \uc774\uc6a9\ud558\uc5ec \uc218\uc775\uc744 \ucd94\uad6c\ud558\ub294 \uc804\ub7b5.<\/li>\n
\uc2dc\uc7a5 \uc911\ub9bd:<\/strong> \ud2b9\uc815 \uc790\uc0b0\uc774\ub098 \uc2dc\uc7a5\uc758 \ubc29\ud5a5\uc131\uacfc \ubb34\uad00\ud558\uac8c \uc218\uc775\uc744 \ucd94\uad6c.<\/li>\n
\ub274\uc2a4 \uae30\ubc18 \ud2b8\ub808\uc774\ub529:<\/strong> \ub274\uc2a4 \uc774\ubca4\ud2b8\uc5d0 \ub530\ub978 \uc8fc\uac00 \ubcc0\ud654 \uc608\uce21.<\/li>\n<\/ul>\n
3. \uba38\uc2e0\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uac1c\ub150<\/h2>\n
\n \uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uc608\uce21\uc774\ub098 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uae30\uacc4 \ud559\uc2b5\uc758 \ud55c \ubd84\uc57c\ub85c, \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \ub9ce\uc774 \ud65c\uc6a9\ub41c\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc8fc\ub85c \uc138 \uac00\uc9c0\ub85c \ubd84\ub958\ub41c\ub2e4: \uc9c0\ub3c4 \ud559\uc2b5, \ube44\uc9c0\ub3c4 \ud559\uc2b5, \uac15\ud654 \ud559\uc2b5.\n <\/p>\n
3.1 \uc9c0\ub3c4 \ud559\uc2b5<\/h3>\n
\n \uc9c0\ub3c4 \ud559\uc2b5\uc740 \ub808\uc774\ube14\uc774 \uc788\ub294 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\ub294 \ubc29\ubc95\uc774\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uac00\uc758 \uacfc\uac70 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ud5a5\ud6c4 \uac00\uaca9\uc744 \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub41c\ub2e4.\n <\/p>\n
3.2 \ube44\uc9c0\ub3c4 \ud559\uc2b5<\/h3>\n
\n \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc740 \ub808\uc774\ube14\uc774 \uc5c6\ub294 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \uad6c\uc870\ub098 \ud328\ud134\uc744 \ucc3e\ub294 \uacfc\uc815\uc774\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \uae30\ubc95\uc774 \ub300\ud45c\uc801\uc774\ub2e4. \uc774\ub294 \uace0\uac1d \uc138\ubd84\ud654, \uc8fc\uc2dd \uad70\uc9d1\ud654 \ub4f1\uc5d0 \ud65c\uc6a9\ub41c\ub2e4.\n <\/p>\n
3.3 \uac15\ud654 \ud559\uc2b5<\/h3>\n
\n \uac15\ud654 \ud559\uc2b5\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uacfc \uc0c1\ud638 \uc791\uc6a9\ud558\uba70 \ubcf4\uc0c1\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \ud589\ub3d9\uc744 \ud559\uc2b5\ud558\ub294 \uae30\ubc95\uc774\ub2e4. \uc774 \ubc29\ubc95\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\ubc1c\uc5d0 \uc788\uc5b4 \uc218\uc775\ub960 \uadf9\ub300\ud654\ub97c \ub3c4\ubaa8\ud558\ub294 \ub370 \uc720\uc6a9\ud558\ub2e4.\n <\/p>\n
4. \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uacfc \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529<\/h2>\n
\n \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\ub8cc\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc774\ub2e4. \ud2b9\ud788, \ub300\ub7c9\uc758 \ube44\uc815\ud615 \ub370\uc774\ud130(\uc608: \ub274\uc2a4 \uae30\uc0ac, \uc18c\uc15c\ubbf8\ub514\uc5b4 \ub4f1)\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uac15\ub825\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud55c\ub2e4.\n <\/p>\n
4.1 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc885\ub958<\/h3>\n
\n
\uc778\uacf5 \uc2e0\uacbd\ub9dd (ANN):<\/strong> \uae30\ubcf8\uc801\uc778 \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c, \uc785\ub825\uce35, \uc740\ub2c9\uce35, \ucd9c\ub825\uce35\uc73c\ub85c \uad6c\uc131\ub41c\ub2e4.<\/li>\n
\ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd (CNN):<\/strong> \uc8fc\ub85c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \ud2b9\ud654\ub41c \ubaa8\ub378\ub85c, \uc8fc\uac00 \ucc28\ud2b8\ub97c \uc774\ubbf8\uc9c0\ub85c \ubd84\uc11d\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub2e4.<\/li>\n
\uc21c\ud658 \uc2e0\uacbd\ub9dd (RNN):<\/strong> \uc2dc\ud000\uc2a4 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uc801\ud569\ud558\uba70, \uc8fc\uac00 \uc2dc\uac04\uc801 \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \uc720\ub9ac\ud558\ub2e4.<\/li>\n<\/ul>\n
5. \uc6d4\ub4dc\ud000\ud2b8\uc640 \uc815\ud615\ud654\ub41c \uc54c\ud30c<\/h2>\n
\n \uc6d4\ub4dc\ud000\ud2b8\ub294 \uc54c\uace0\ub9ac\uc998 \uae30\ubc18\uc758 \ud000\ud2b8 \ud22c\uc790 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc2dc\uc7a5\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uc54c\ud30c\ub97c \uc815\ud615\ud654\ud558\uc5ec \uc218\uc775\uc744 \ucd94\uad6c\ud558\ub294 \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\ub2e4. \uadf8\ub4e4\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \ud65c\uc6a9\ud558\uc5ec \ud22c\uc790 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0, \uc774\ub97c \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc95\uc73c\ub85c \ub2e4\ub4ec\ub294\ub2e4.\n <\/p>\n
5.1 \uc815\ud615\ud654\ub41c \uc54c\ud30c\uc758 \uc815\uc758<\/h3>\n
\n \uc815\ud615\ud654\ub41c \uc54c\ud30c\ub780, \ud2b9\uc815\ud55c \ub370\uc774\ud130\uc640 \uc870\uac74\uc744 \ubc14\ud0d5\uc73c\ub85c \uc218\ud559\uc801 \ubaa8\ub378\uc744 \ud1b5\ud574 \uad6c\ucd95\ub41c \uc804\ub7b5\uc744 \uc758\ubbf8\ud55c\ub2e4. \uc774\ub4e4\uc740 \uc2e4\uc99d\uc801 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc720\ud6a8\uc131\uc744 \uac80\uc99d\ud558\uace0 \uc788\uc73c\uba70, \uc6d4\ub4dc\ud000\ud2b8\ub294 \uc774\ub7ec\ud55c \uc54c\ud30c\ub4e4\uc744 \ud65c\uc6a9\ud558\uc5ec \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uc131\uacfc\ub97c \uac1c\uc120\ud558\ub824\uace0 \ud55c\ub2e4.\n <\/p>\n
5.2 \uc815\ud615\ud654\ub41c \uc54c\ud30c\uc758 \ubc1c\uc804<\/h3>\n
\n \uc6d4\ub4dc\ud000\ud2b8\ub294 \uae30\ubcf8\uc801\uc778 \ud1b5\uacc4 \ubaa8\ub378\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec, \uba38\uc2e0\ub7ec\ub2dd, \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \uc811\ubaa9\ud558\uc5ec \uc54c\ud30c\ub97c \ubc1c\uc804\uc2dc\ucf1c\uc654\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc218\uc775\uc131\uc744 \ub192\uc774\uace0, \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc5d0 \ub354\uc6b1 \uc798 \uc801\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uace0 \uc788\ub2e4.\n <\/p>\n
6. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud1b5\ud55c \uc804\ub7b5 \uac1c\ubc1c<\/h2>\n
\n \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\ubc1c\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\ub85c \uc9c4\ud589\ub41c\ub2e4.\n <\/p>\n
6.1 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h3>\n
\n \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc778\ub370, \uac00\uaca9 \ub370\uc774\ud130, \uac70\ub798\ub7c9, \ub274\uc2a4, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub370\uc774\ud130 \ub4f1 \ub2e4\uc591\ud55c \uc18c\uc2a4\ub97c \ud3ec\ud568\ud55c\ub2e4. \uc774\ud6c4, \uacb0\uce21\uce58 \ucc98\ub9ac, \uc815\uaddc\ud654 \ubc0f \uc2a4\ucf00\uc77c\ub9c1 \ub4f1\uc758 \uc804\ucc98\ub9ac\ub97c \ud1b5\ud574 \ubaa8\ub378\uc5d0 \uc801\ud569\ud55c \ud615\ud0dc\ub85c \ubcc0\ud658\ud55c\ub2e4.\n <\/p>\n
6.2 \ud2b9\uc9d5 \uc120\ud0dd \ubc0f \ubaa8\ub378\ub9c1<\/h3>\n
\n \uc8fc\uac00 \uc608\uce21\uc5d0 \uc788\uc5b4 \uc911\uc694\ud55c \ud2b9\uc9d5\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc131\ub2a5 \ud5a5\uc0c1\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud558\ub2e4. \uc774\ub97c \uc704\ud574 \uc0c1\uad00\uad00\uacc4 \ubd84\uc11d, \uc8fc\uc131\ubd84 \ubd84\uc11d(PCA) \ub4f1\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub2e4. \ub2e4\uc74c\uc73c\ub85c\ub294 \uc5ec\ub7ec \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998(\uc608: \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, SVM, \uc2e0\uacbd\ub9dd \ub4f1)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uc0dd\uc131\ud55c\ub2e4.\n <\/p>\n
6.3 \ubaa8\ub378 \ud3c9\uac00 \ubc0f \ucd5c\uc801\ud654<\/h3>\n
\n \uc0dd\uc131\ud55c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uc9c0\ud45c(\uc608: MSE, R\u00b2 \ub4f1)\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub2e4. \ubaa8\ub378\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud558\uc5ec \ucd5c\uc801\ud654\ub97c \ub3c4\ubaa8\ud558\uace0, \uad50\ucc28 \uac80\uc99d \uae30\ubc95\uc744 \ud1b5\ud574 \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud574\uc57c \ud55c\ub2e4.\n <\/p>\n
6.4 \ubc31\ud14c\uc2a4\ud2b8 \ubc0f \uc2e4\uc804 \uc801\uc6a9<\/h3>\n
\n \ucd5c\uc801\ud654\ub41c \ubaa8\ub378\uc740 \uacfc\uac70 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ubc31\ud14c\uc2a4\ud2b8\ub97c \uc2e4\uc2dc\ud558\uc5ec \uc608\uc0c1 \uc218\uc775\ub960\uc744 \uac80\ud1a0\ud55c\ub2e4. \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub378\uc744 \uc810\uac80\ud558\uace0 \uc2e4\uc81c \uc2dc\uc7a5\uc5d0 \uc801\uc6a9\ud558\uc5ec \uc131\uacfc\ub97c \ubd84\uc11d\ud55c\ub2e4.\n <\/p>\n
7. \uacb0\ub860<\/h2>\n
\n \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \ud6a8\uc728\uc131\uacfc \uc804\ub7b5\uc801 \ub178\ub825\uc744 \ub192\uc5ec\uc904 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc774\ub2e4. \uc6d4\ub4dc\ud000\ud2b8\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud55c \uc815\ud615\ud654\ub41c \uc54c\ud30c\uc758 \ud0d0\uc0c9\uc740 \ub2e8\uc21c\ud788 \uacfc\uac70 \ub370\uc774\ud130\ub97c \ud68c\uadc0\ud558\ub294 \uac83\uc744 \ub118\uc5b4, \uc0c8\ub85c\uc6b4 \uc2dc\uc7a5 \ubcc0\ub3d9\uc131\uc744 \uc774\ud574\ud558\uace0 \uc608\uce21\ud558\ub294 \ub370 \ud070 \uae30\uc5ec\ub97c \ud560 \uac83\uc774\ub2e4.\n <\/p>\n
8. \ucc38\uace0 \ubb38\ud5cc<\/h2>\n
\n
\uc8fc\uc2dd \ud22c\uc790\uc758 \uae30\ucd08 \uc81c\uc2dc\uc5d0 \ub300\ud55c \uae30\uc874 \ubb38\ud5cc<\/li>\n
\uba38\uc2e0\ub7ec\ub2dd \uc801\uc6a9 \uc0ac\ub840 \uc5f0\uad6c<\/li>\n
\uac15\ud654 \ud559\uc2b5\uc744 \ud65c\uc6a9\ud55c \ucd5c\uc2e0 \uc54c\ud30c \ubaa8\ub378 \uac1c\ubc1c \uc5f0\uad6c<\/li>\n<\/ul>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
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