{"id":477202,"date":"2023-08-09T09:09:19","date_gmt":"2023-08-09T09:09:19","guid":{"rendered":""},"modified":"2023-09-05T11:14:15","modified_gmt":"2023-09-05T11:14:15","slug":"feature-importance","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/kr\/wiki\/feature-importance\/","title":{"rendered":"\uae30\ub2a5 \uc911\uc694\ub3c4"},"content":{"rendered":"<p>\ud2b9\uc9d5 \uc911\uc694\ub3c4\ub294 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uac1c\ubcc4 \ud2b9\uc9d5\uc774\ub098 \ubcc0\uc218\uc758 \uc911\uc694\uc131\uc774\ub098 \uad00\ub828\uc131\uc744 \uacb0\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud1b5\uacc4 \uae30\ubc95\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd, \ub370\uc774\ud130 \ubd84\uc11d, \uc758\uc0ac\uacb0\uc815 \ud504\ub85c\uc138\uc2a4 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uac01 \uae30\ub2a5\uc758 \uc911\uc694\uc131\uc744 \uc774\ud574\ud558\uba74 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0, \uacb0\uacfc\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc8fc\uc694 \uc694\uc18c\ub97c \uc2dd\ubcc4\ud558\uace0, \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc131\ub2a5\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ud504\ub85d\uc2dc \uc11c\ubc84 \uc81c\uacf5\uc5c5\uccb4 OneProxy\uc758 \ub9e5\ub77d\uc5d0\uc11c \uae30\ub2a5 \uc911\uc694\uc131\uc740 \ud504\ub85d\uc2dc \uc11c\ube44\uc2a4\uc758 \uae30\ub2a5\uacfc \ud6a8\uc728\uc131\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. OneProxy\ub294 \ub124\ud2b8\uc6cc\ud06c \ub0b4 \ub2e4\uc591\ud55c \uae30\ub2a5\uc758 \uad00\ub828\uc131\uc744 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uace0\uac1d\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub3c4\ub85d \uc11c\ube44\uc2a4\ub97c \uac15\ud654\ud558\uace0 \uc194\ub8e8\uc158\uc744 \ub9de\ucda4\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>Feature Importance\uc758 \uc720\ub798\uc640 \uccab \ubc88\uc9f8 \uc5b8\uae09\uc758 \uc5ed\uc0ac<\/h2>\n<p>\ud2b9\uc131 \uc911\uc694\ub3c4\uc758 \uac1c\ub150\uc740 \ud1b5\uacc4 \ubd84\uc11d\uc5d0 \ubfcc\ub9ac\ub97c \ub450\uace0 \uc788\uc73c\uba70 \uc218\uc2ed \ub144 \ub3d9\uc548 \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uad00\uc2ec \uc8fc\uc81c\uc600\uc2b5\ub2c8\ub2e4. \uae30\ub2a5 \uc911\uc694\uc131\uc5d0 \ub300\ud55c \ucd5c\ucd08\uc758 \uc5b8\uae09\uc740 \uc5f0\uad6c\uc790\ub4e4\uc774 \uc5b4\ub5a4 \ubcc0\uc218\uac00 \uc885\uc18d \ubcc0\uc218\uc5d0 \uac00\uc7a5 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294\uc9c0 \uc774\ud574\ud558\ub824\uace0 \ub178\ub825\ud55c \ud68c\uadc0 \ubd84\uc11d \ubd84\uc57c\ub85c \uac70\uc2ac\ub7ec \uc62c\ub77c\uac11\ub2c8\ub2e4.<\/p>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc758 \ucd9c\ud604\uacfc \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ubcf5\uc7a1\uc131 \uc99d\uac00\ub85c \uc778\ud574 \uae30\ub2a5 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \uc8fc\ubaa9\uc744 \ubc1b\uc558\uc2b5\ub2c8\ub2e4. 1980\ub144\ub300\uc640 1990\ub144\ub300\uc5d0\ub294 Random Forest\uc640 \uac19\uc740 \uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac\uc640 \uc559\uc0c1\ube14 \ud559\uc2b5 \ubc29\ubc95\uc774 \ub300\uc911\ud654\ub418\uba74\uc11c \ud2b9\uc9d5 \uc911\uc694\ub3c4\uc758 \uac1c\ub150\uc774 \ub354\uc6b1 \uacf5\uc2dd\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uc6d0\ub4e4\uc740 \ubaa8\ub378 \uc815\ud655\ub3c4\uc640 \uc608\uce21\ub825\uc5d0 \ub300\ud55c \uae30\uc5ec\ub3c4\ub97c \uae30\ubc18\uc73c\ub85c \uae30\ub2a5\uc758 \uc911\uc694\uc131\uc744 \ud3c9\uac00\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uae30\ub2a5 \uc911\uc694\uc131\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4 \u2013 \uc8fc\uc81c \ud655\uc7a5<\/h2>\n<p>\uae30\ub2a5 \uc911\uc694\ub3c4\ub294 \ub2e4\uc591\ud55c \ub3c4\uba54\uc778\uc5d0\uc11c \ub2e4\uc591\ud558\uace0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uac1c\ub150\uc785\ub2c8\ub2e4. \uae30\ubcf8 \uc6d0\uce59\uc740 \ud2b9\uc815 \uacb0\uacfc \ub610\ub294 \uc608\uce21\uc5d0 \ub300\ud55c \ubaa8\ub378 \ub610\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uac1c\ubcc4 \uae30\ub2a5\uc758 \uae30\uc5ec\ub3c4\ub97c \ud3c9\uac00\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uae30\ub2a5 \uc911\uc694\ub3c4\ub97c \uce21\uc815\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uac00\uc9c0 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70 \uadf8 \uc911 \uc77c\ubd80\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc21c\uc5f4 \uc911\uc694\uc131<\/strong>: \uc774 \ubc29\ubc95\uc5d0\ub294 \ub2e4\ub978 \ud2b9\uc131\uc744 \uc77c\uc815\ud558\uac8c \uc720\uc9c0\ud558\uba74\uc11c \ub2e8\uc77c \ud2b9\uc131\uc758 \uac12\uc744 \uc11e\uace0 \uadf8\uc5d0 \ub530\ub978 \ubaa8\ub378 \uc131\ub2a5 \uc800\ud558\ub97c \uce21\uc815\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ud558\ub77d\uc774 \ud074\uc218\ub85d \ubaa8\ub378 \uc608\uce21\uc5d0\uc11c \ud574\ub2f9 \uae30\ub2a5\uc758 \uc911\uc694\uc131\uc774 \ub354 \ucee4\uc9d1\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc9c0\ub2c8\uc758 \uc911\uc694\uc131<\/strong>: Random Forest\uc640 \uac19\uc740 \uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac \uae30\ubc18 \ubaa8\ub378\uc5d0\uc11c \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 Gini \uc911\uc694\ub3c4\ub294 \ud2b8\ub9ac\uc758 \ubaa8\ub4e0 \ub178\ub4dc\uc5d0\uc11c \ud2b9\uc815 \uae30\ub2a5\uc5d0 \uc758\ud574 \ub2ec\uc131\ub418\ub294 \ub300\uc0c1 \ubcc0\uc218\uc758 \ubd88\uc21c\ubb3c\uc758 \ucd1d \uac10\uc18c\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc815\ubcf4 \ud68d\ub4dd<\/strong>: \uc9c0\ub2c8 \uc911\uc694\uc131\uacfc \uc720\uc0ac\ud558\uac8c, \uc815\ubcf4 \uc774\ub4dd\uc740 \ud2b9\uc815 \uae30\ub2a5\uc744 \uae30\ubc18\uc73c\ub85c \ub370\uc774\ud130\ub97c \ubd84\ud560\ud568\uc73c\ub85c\uc368 \ubc1c\uc0dd\ud558\ub294 \uc5d4\ud2b8\ub85c\ud53c \ub610\ub294 \ubd88\ud655\uc2e4\uc131\uc758 \uac10\uc18c\ub97c \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac \uc54c\uace0\ub9ac\uc998\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>LASSO \ud68c\uadc0(L1 \uc815\uaddc\ud654)<\/strong>: LASSO \ud68c\uadc0\ub294 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc758 \ud070 \uacc4\uc218\uc5d0 \ub300\ud55c \ud398\ub110\ud2f0\ub97c \ub3c4\uc785\ud558\uc5ec \ub35c \uc911\uc694\ud55c \uae30\ub2a5\uc744 0\uc73c\ub85c \ud6a8\uacfc\uc801\uc73c\ub85c \ucd95\uc18c\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubd80\ubd84 \uc758\uc874\ub3c4(PDP)<\/strong>: PDP\ub294 \ub2e4\ub978 \uae30\ub2a5\uc758 \ud3c9\uade0 \uc601\ud5a5\uc744 \uace0\ub824\ud558\uba74\uc11c \ud2b9\uc815 \uae30\ub2a5\uc758 \ubcc0\ud654\uc5d0 \ub530\ub77c \ub300\uc0c1 \ubcc0\uc218\uac00 \uc5b4\ub5bb\uac8c \ubcc0\uacbd\ub418\ub294\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub294 \uae30\ub2a5 \uc911\uc694\uc131\uc5d0 \ub300\ud55c \uc9c1\uad00\uc801\uc778 \uc2dc\uac01\ud654\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uae30\ub2a5 \uc911\uc694\ub3c4\uc758 \ub0b4\ubd80 \uad6c\uc870 \u2013 \uc791\ub3d9 \ubc29\uc2dd<\/h2>\n<p>\ud2b9\uc131 \uc911\uc694\ub3c4 \uacc4\uc0b0\uc740 \uc120\ud0dd\ud55c \ubc29\ubc95\uc5d0 \ub530\ub77c \ub2e4\ub974\uc9c0\ub9cc \uae30\ubcf8 \uc6d0\uce59\uc740 \uc77c\uad00\ub418\uac8c \uc720\uc9c0\ub429\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc54c\uace0\ub9ac\uc998\uc758 \uacbd\uc6b0 \ud504\ub85c\uc138\uc2a4\uc5d0\ub294 \ub2e4\uc74c \ub2e8\uacc4\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ubaa8\ub378 \ud6c8\ub828<\/strong>: \uae30\uacc4 \ud559\uc2b5 \ub610\ub294 \ud1b5\uacc4 \ubaa8\ub378\uc740 \uae30\ub2a5\uacfc \ud574\ub2f9 \ubaa9\ud45c \uac12\uc774 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc608\uce21<\/strong>: \ud6c8\ub828\ub41c \ubaa8\ub378\uc740 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \ub610\ub294 \ub3d9\uc77c\ud55c \ub370\uc774\ud130 \uc138\ud2b8(\uac80\uc99d\uc758 \uacbd\uc6b0)\uc5d0 \ub300\ud55c \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uae30\ub2a5 \uc911\uc694\ub3c4 \uacc4\uc0b0<\/strong>: \uc120\ud0dd\ub41c \ud2b9\uc9d5 \uc911\uc694\ub3c4 \ubc29\ubc95\uc744 \ubaa8\ub378\uacfc \ub370\uc774\ud130\uc14b\uc5d0 \uc801\uc6a9\ud558\uc5ec \uac01 \ud2b9\uc9d5\uc758 \uc720\uc758\uc131\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc21c\uc704<\/strong>: \uae30\ub2a5\uc740 \uc911\uc694\ub3c4 \uc810\uc218\ub97c \uae30\uc900\uc73c\ub85c \uc21c\uc704\uac00 \uc9c0\uc815\ub418\uc5b4 \ubaa8\ub378\uc758 \uc608\uce21 \uc131\ub2a5\uc5d0 \ub300\ud55c \uc0c1\ub300\uc801 \uc601\ud5a5\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>Feature Importance\uc758 \uc8fc\uc694 \ud2b9\uc9d5 \ubd84\uc11d<\/h2>\n<p>\uae30\ub2a5 \uc911\uc694\ub3c4\uc758 \uc8fc\uc694 \ud2b9\uc9d5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\n<p><strong>\ud574\uc11d \uac00\ub2a5\uc131<\/strong>: \ud2b9\uc131 \uc911\uc694\ub3c4\ub294 \ubcf5\uc7a1\ud55c \ubaa8\ub378\uc744 \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \uacfc\ud559\uc790, \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d\uac00, \uc758\uc0ac \uacb0\uc815\uc790\ub97c \ud3ec\ud568\ud55c \uc774\ud574\uad00\uacc4\uc790\uac00 \uc608\uce21\uc758 \ucd94\uc9c4 \uc694\uc778\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubaa8\ub378 \ucd5c\uc801\ud654<\/strong>: \uad00\ub828\uc774 \uc5c6\uac70\ub098 \uc911\ubcf5\ub418\ub294 \ud2b9\uc9d5\uc744 \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \ud2b9\uc9d5 \uc911\uc694\ub3c4\ub294 \ubaa8\ub378 \ucd5c\uc801\ud654 \ubc0f \ub2e8\uc21c\ud654\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc911\uc694\ud558\uc9c0 \uc54a\uc740 \uae30\ub2a5\uc744 \uc81c\uac70\ud558\uba74 \uacfc\uc801\ud569 \uc704\ud5d8\uc744 \uc904\uc774\uba74\uc11c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc778 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubc14\uc774\uc5b4\uc2a4 \uac10\uc9c0<\/strong>: \ubbfc\uac10\ud55c \uc601\uc5ed\uc5d0\uc11c \ud2b9\uc131 \uc911\uc694\ub3c4 \ubd84\uc11d\uc740 \uc608\uce21\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud2b9\uc131\uc744 \uac15\uc870\ud558\uc5ec \ubaa8\ub378\uc758 \uc7a0\uc7ac\uc801 \ud3b8\ud5a5\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uae30\ub2a5 \uc120\ud0dd<\/strong>: \uae30\ub2a5 \uc911\uc694\ub3c4\ub294 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \uae30\ub2a5\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774\ub294 \uac00\uc7a5 \uc601\ud5a5\ub825 \uc788\ub294 \ud2b9\uc9d5\uc744 \uc2dd\ubcc4\ud558\ub294 \uac83\uc774 \uc5b4\ub824\uc6b4 \uace0\ucc28\uc6d0 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ul>\n<h2>\uae30\ub2a5 \uc911\uc694\ub3c4 \uc720\ud615<\/h2>\n<p>\uae30\ub2a5 \uc911\uc694\ub3c4\ub294 \uc911\uc694\ub3c4\ub97c \uacb0\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc811\uadfc \ubc29\uc2dd\uc5d0 \ub530\ub77c \ubd84\ub958\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \uc720\ud615\uc785\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\uc720\ud615<\/th>\n<th>\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc21c\uc5f4 \uc911\uc694\uc131<\/td>\n<td>\ud2b9\uc131 \uac12\uc774 \ubb34\uc791\uc704\ub85c \uc11e\uc77c \ub54c \ubaa8\ub378 \uc131\ub2a5\uc758 \ubcc0\ud654\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\uc9c0\ub2c8\uc758 \uc911\uc694\uc131<\/td>\n<td>\uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac \uae30\ubc18 \ubaa8\ub378\uc758 \uae30\ub2a5\uc744 \ud1b5\ud574 \ub2ec\uc131\ub41c \ubd88\uc21c\ubb3c\uc758 \uc804\uccb4 \uac10\uc18c\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\uc815\ubcf4 \ud68d\ub4dd<\/td>\n<td>\uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac\uc758 \uae30\ub2a5\uc744 \uae30\ubc18\uc73c\ub85c \ub370\uc774\ud130\ub97c \ubd84\ud560\ud558\uc5ec \uc5bb\uc740 \uc5d4\ud2b8\ub85c\ud53c \uac10\uc18c\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\uc62c\uac00\ubbf8 \ud68c\uadc0<\/td>\n<td>\uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uacc4\uc218\ub97c 0\uc73c\ub85c \ucd95\uc18c\ud558\uc5ec \uc911\uc694\ud55c \ud2b9\uc131\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>SHAP \uac12<\/td>\n<td>\ud611\ub3d9 \uac8c\uc784 \uc774\ub860\uc758 Shapley \uac12\uc744 \uae30\ubc18\uc73c\ub85c \uae30\ub2a5 \uc911\uc694\ub3c4\uc5d0 \ub300\ud55c \ud1b5\ud569 \uce21\uc815\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\uae30\ub2a5\uc758 \uc0ac\uc6a9\ubc29\ubc95, \uc0ac\uc6a9\uc5d0 \ub530\ub978 \ubb38\uc81c\uc810 \ubc0f \ud574\uacb0\ubc29\uc548<\/h2>\n<p><strong>\uae30\ub2a5 \uc911\uc694\uc131 \ud65c\uc6a9:<\/strong><\/p>\n<ol>\n<li>\n<p><strong>\ubaa8\ub378 \ucd5c\uc801\ud654<\/strong>: \ud2b9\uc131 \uc911\uc694\ub3c4\ub294 \ud2b9\uc131 \uc120\ud0dd \ubc0f \ubaa8\ub378 \uac1c\uc120 \ud504\ub85c\uc138\uc2a4\ub97c \uc548\ub0b4\ud558\uc5ec \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ubaa8\ub378\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc774\uc0c1 \ud0d0\uc9c0<\/strong>: \uc911\uc694\ub3c4\uac00 \ub192\uc740 \ud2b9\uc9d5\uc744 \uc2dd\ubcc4\ud558\uba74 \ube44\uc815\uc0c1\uc801\uc778 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub098 \uc7a0\uc7ac\uc801\uc778 \ud2b9\uc774\uc810\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uae30\ub2a5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1<\/strong>: \ud2b9\uc131 \uc911\uc694\uc131\uc5d0 \ub300\ud55c \ud1b5\ucc30\uc740 \ubaa8\ub378 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uc0c8\ub85c\uc6b4 \ud30c\uc0dd \ud2b9\uc131 \uc0dd\uc131\uc5d0 \uc601\uac10\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p><strong>\ubb38\uc81c \ubc0f \ud574\uacb0 \ubc29\ubc95:<\/strong><\/p>\n<ol>\n<li>\n<p><strong>\uc0c1\uad00 \uae30\ub2a5<\/strong>: \uc0c1\uad00 \uad00\uacc4\uac00 \ub192\uc740 \uae30\ub2a5\uc740 \ubd88\uc548\uc815\ud558\uac70\ub098 \uc624\ud574\uc758 \uc18c\uc9c0\uac00 \uc788\ub294 \uae30\ub2a5 \uc911\uc694\ub3c4 \uc21c\uc704\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub824\uba74 \ud2b9\uc9d5 \uc120\ud0dd \uc54c\uace0\ub9ac\uc998\uc774\ub098 \ucc28\uc6d0 \ucd95\uc18c \ubc29\ubc95\uacfc \uac19\uc740 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub370\uc774\ud130 \ubd88\uade0\ud615<\/strong>: \ubd88\uade0\ud615 \ud074\ub798\uc2a4\uac00 \uc788\ub294 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\uc11c\ub294 \ud2b9\uc131 \uc911\uc694\ub3c4\uac00 \ub2e4\uc218 \ud074\ub798\uc2a4 \ucabd\uc73c\ub85c \uce58\uc6b0\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ubc84\uc0d8\ud50c\ub9c1\uc774\ub098 \uac00\uc911\uce58 \ud559\uc2b5\uacfc \uac19\uc740 \uae30\uc220\uc744 \ud1b5\ud574 \ud074\ub798\uc2a4 \ubd88\uade0\ud615\uc744 \ud574\uacb0\ud558\uba74 \uc774 \ubb38\uc81c\ub97c \uc644\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ube44\uc120\ud615 \uad00\uacc4<\/strong>: \ud2b9\uc131\uacfc \ub300\uc0c1 \ubcc0\uc218 \uc0ac\uc774\uc5d0 \ube44\uc120\ud615 \uad00\uacc4\uac00 \uc788\ub294 \ubaa8\ub378\uc758 \uacbd\uc6b0 \uc120\ud615 \ubc29\ubc95\uc758 \ud2b9\uc131 \uc911\uc694\ub3c4\uac00 \ud574\ub2f9 \uc911\uc694\uc131\uc744 \uc644\uc804\ud788 \ud3ec\ucc29\ud558\uc9c0 \ubabb\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b8\ub9ac \uae30\ubc18 \uc811\uadfc \ubc29\uc2dd\uacfc \uac19\uc740 \ube44\uc120\ud615 \uae30\ub2a5 \uc911\uc694\ub3c4 \ubc29\ubc95\uc774 \ub354 \uc801\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc8fc\uc694 \ud2b9\uc9d5 \ubc0f \uae30\ud0c0 \uc720\uc0ac \uc6a9\uc5b4\uc640\uc758 \ube44\uad50<\/h2>\n<p>\uae30\ub2a5 \uc911\uc694\ub3c4\ub294 \uae30\uacc4 \ud559\uc2b5 \ubc0f \ub370\uc774\ud130 \ubd84\uc11d \uc601\uc5ed\uc758 \ub2e4\ub978 \uc5ec\ub7ec \uc6a9\uc5b4\uc640 \ubc00\uc811\ud558\uac8c \uad00\ub828\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \ube44\uad50\uc785\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\uc6a9\uc5b4<\/th>\n<th>\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uae30\ub2a5 \uc120\ud0dd<\/td>\n<td>\ubaa8\ub378\uc774\ub098 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud560 \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \uae30\ub2a5\uc744 \uc120\ud0dd\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \ud2b9\uc9d5 \uc911\uc694\uc131\uc740 \ud2b9\uc9d5 \uc120\ud0dd\uc5d0 \uc885\uc885 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\ubaa8\ub378 \uc124\uba85 \uac00\ub2a5\uc131<\/td>\n<td>\ubaa8\ub378\uc774 \uc5b4\ub5bb\uac8c \uc608\uce21\uc5d0 \ub3c4\ub2ec\ud558\ub294\uc9c0 \uc124\uba85\ud558\ub294 \uc804\ubc18\uc801\uc778 \ub2a5\ub825\uc785\ub2c8\ub2e4. \ud2b9\uc9d5 \uc911\uc694\ub3c4\ub294 \ubaa8\ub378 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \ub2ec\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uae30\uc220 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\uae30\ub2a5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1<\/td>\n<td>\ubaa8\ub378 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \uc0dd\uc131\ud558\uac70\ub098 \uae30\uc874 \uae30\ub2a5\uc744 \ubcc0\ud658\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uae30\ub2a5 \uc911\uc694\ub3c4\ub294 \uae30\ub2a5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ub178\ub825\uc744 \uc548\ub0b4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\ubcc0\uc218 \uc911\uc694\ub3c4<\/td>\n<td>\ud2b9\ud788 \ud1b5\uacc4 \ubd84\uc11d \ubc0f \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uae30\ub2a5 \uc911\uc694\ub3c4\uc640 \uac19\uc740 \uc758\ubbf8\ub85c \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\uae30\ub2a5 \uc911\uc694\ub3c4\uc5d0 \uad00\ud55c \ubbf8\ub798\uc758 \uad00\uc810\uacfc \uae30\uc220<\/h2>\n<p>\uae30\uacc4 \ud559\uc2b5 \ubc0f \ub370\uc774\ud130 \ubd84\uc11d\uc774 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uae30\ub2a5 \uc911\uc694\uc131\uc740 \uae30\ubcf8 \uac1c\ub150\uc73c\ub85c \ub0a8\uc744 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ubaa8\ub378 \uc124\uba85 \uac00\ub2a5\uc131 \ubc0f \ud574\uc11d \uac00\ub2a5\uc131\uc758 \ubc1c\uc804\uc73c\ub85c \ud2b9\uc9d5 \uc911\uc694\ub3c4 \uae30\uc220\uc758 \uc815\ud655\uc131\uacfc \uacac\uace0\uc131\uc774 \ud5a5\uc0c1\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uae30\ub2a5 \uc911\uc694\ub3c4\uc640 \uad00\ub828\ub41c \ubbf8\ub798 \uae30\uc220\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub525\ub7ec\ub2dd\uc758 \ud574\uc11d\uc131<\/strong>: \ub525\ub7ec\ub2dd \ubaa8\ub378\uc774 \ubcf4\ud3b8\ud654\ub418\uba74\uc11c \ud2b9\uc131 \uc911\uc694\ub3c4\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc608\uce21\uc744 \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub824\ub294 \ub178\ub825\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud1b5\ud569 \uae30\ub2a5 \uc911\uc694\ub3c4 \ub3c4\uad6c<\/strong>: \ub2e4\uc591\ud55c \uae30\uacc4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uacfc \ud504\ub808\uc784\uc6cc\ud06c \uc804\ubc18\uc5d0 \uac78\uccd0 \uae30\ub2a5 \uc911\uc694\ub3c4\ub97c \uacc4\uc0b0\ud558\ub294 \ud1b5\ud569\ub418\uace0 \ud6a8\uc728\uc801\uc778 \ubc29\ubc95\uc744 \uc81c\uacf5\ud558\ub294 \ub3c4\uad6c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ub4f1\uc7a5\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub3c4\uba54\uc778\ubcc4 \uae30\ub2a5 \uc911\uc694\uc131<\/strong>: \ud2b9\uc815 \uc601\uc5ed(\uc608: \uc758\ub8cc, \uae08\uc735)\uc5d0 \ub300\ud55c \ub9de\ucda4\ud615 \uae30\ub2a5 \uc911\uc694\ub3c4 \ubc29\ubc95\uc744 \ud1b5\ud574 \uace0\uc720\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uace0 \uc758\uc0ac \uacb0\uc815\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uac70\ub098 \uae30\ub2a5 \uc911\uc694\uc131\uacfc \uc5f0\uacb0\ud558\ub294 \ubc29\ubc95<\/h2>\n<p>\ud504\ub85d\uc2dc \uc11c\ubc84 \uc81c\uacf5\uc5c5\uccb4\uc778 OneProxy\uc758 \ub9e5\ub77d\uc5d0\uc11c \uae30\ub2a5 \uc911\uc694\uc131\uc744 \ud65c\uc6a9\ud558\uc5ec \uc5ec\ub7ec \uac00\uc9c0 \ubc29\ubc95\uc73c\ub85c \ud504\ub85d\uc2dc \uc11c\ube44\uc2a4\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ud504\ub85d\uc2dc \uc131\ub2a5 \ucd5c\uc801\ud654<\/strong>: \ud504\ub85d\uc2dc \ub124\ud2b8\uc6cc\ud06c \ub0b4\uc758 \ub2e4\uc591\ud55c \uae30\ub2a5\uc758 \uc911\uc694\uc131\uc744 \ubd84\uc11d\ud558\uba74 OneProxy\uac00 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uc2dd\ubcc4\ud558\uace0 \ub77c\uc6b0\ud305\uc744 \ucd5c\uc801\ud654\ud558\uba70 \uc804\uccb4 \uc11c\ubc84 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc0ac\uc6a9\uc790 \uacbd\ud5d8 \ud5a5\uc0c1<\/strong>: OneProxy\ub294 \ud504\ub85d\uc2dc \uc11c\ube44\uc2a4 \ud488\uc9c8\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uac00\uc7a5 \uc911\uc694\ud55c \uc694\uc18c\ub97c \uc774\ud574\ud568\uc73c\ub85c\uc368 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uac1c\uc120 \uc0ac\ud56d\uc758 \uc6b0\uc120 \uc21c\uc704\ub97c \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubcf4\uc548 \ubc0f \uc775\uba85\uc131<\/strong>: \uae30\ub2a5 \uc911\uc694\ub3c4 \ubd84\uc11d\uc740 \ud504\ub85d\uc2dc \uc778\ud504\ub77c\uc758 \uc7a0\uc7ac\uc801 \ucde8\uc57d\uc131\uc774\ub098 \uc57d\uc810\uc744 \uc2dd\ubcc4\ud558\uace0 \ubcf4\uc548\uc744 \uac15\ud654\ud558\uba70 \uc0ac\uc6a9\uc790 \uc775\uba85\uc131\uc744 \uc720\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc790\uc6d0 \ud560\ub2f9<\/strong>: OneProxy\ub294 \uae30\ub2a5 \uc911\uc694\ub3c4\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9ac\uc18c\uc2a4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ud560\ub2f9\ud568\uc73c\ub85c\uc368 \uc911\uc694\ud55c \uae30\ub2a5\uc774 \uc801\uc808\ud55c \uc9c0\uc6d0\uacfc \uc720\uc9c0 \uad00\ub9ac\ub97c \ubc1b\uc744 \uc218 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uad00\ub828\ub41c \ub9c1\ud06c\ub4e4<\/h2>\n<p>\uae30\ub2a5 \uc911\uc694\ub3c4\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ucc38\uc870\ud558\uc138\uc694.<\/p>\n<ul>\n<li><a href=\"https:\/\/towardsdatascience.com\/a-gentle-introduction-to-feature-importance-in-machine-learning-15c02dbdf0a8\" target=\"_new\" rel=\"noopener nofollow\">\ub370\uc774\ud130 \uacfc\ud559\uc744 \ud5a5\ud558\uc5ec: \uae30\ub2a5 \uc911\uc694\uc131\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc18c\uac1c<\/a><\/li>\n<li><a href=\"https:\/\/machinelearningmastery.com\/feature-importance-and-feature-selection-with-xgboost-in-python\/\" target=\"_new\" rel=\"noopener nofollow\">\uae30\uacc4 \ud559\uc2b5 \uc219\ub2ec: Python\uc758 XGBoost\ub97c \uc0ac\uc6a9\ud55c \uae30\ub2a5 \uc911\uc694\ub3c4 \ubc0f \uae30\ub2a5 \uc120\ud0dd<\/a><\/li>\n<li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/permutation_importance.html\" target=\"_new\" rel=\"noopener nofollow\">Scikit-learn \ubb38\uc11c: \uc21c\uc5f4 \uc911\uc694\uc131<\/a><\/li>\n<\/ul>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uae30\ub2a5 \uc911\uc694\ub3c4\ub294 OneProxy\uc640 \uac19\uc740 \uc870\uc9c1\uc774 \uc11c\ube44\uc2a4\ub97c \uac15\ud654\ud558\uace0 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uba70 \ub370\uc774\ud130 \uae30\ubc18 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. OneProxy\ub294 \ud504\ub85d\uc2dc \ub124\ud2b8\uc6cc\ud06c \ub0b4\uc758 \ub2e4\uc591\ud55c \uae30\ub2a5\uc758 \uc911\uc694\uc131\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368 \uace0\uac1d\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \ud504\ub85d\uc2dc \uc194\ub8e8\uc158\uc744 \uacc4\uc18d \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"featured_media":468386,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477202","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Feature Importance in Proxy Server Provider OneProxy (oneproxy.pro)<\/mark>","faq_items":[{"question":"What is feature importance?","answer":"<p>Feature importance is a statistical technique used to determine the significance or relevance of individual features or variables in a given dataset. It helps in understanding the impact of each feature on a model's predictions, making it vital for data analysis and decision-making processes.<\/p>"},{"question":"How does feature importance work?","answer":"<p>Feature importance is calculated by analyzing a model's performance when individual features are altered or removed from the dataset. Various methods like permutation importance, Gini importance, and information gain are used to assess the impact of each feature.<\/p>"},{"question":"How is feature importance useful for OneProxy?","answer":"<p>For OneProxy, feature importance plays a crucial role in optimizing their proxy services. By understanding the importance of different features in their network, OneProxy can enhance performance, improve user experience, and strengthen security and anonymity.<\/p>"},{"question":"What are the different types of feature importance?","answer":"<p>Some common types of feature importance include permutation importance, Gini importance, information gain, LASSO regression, and SHAP values. Each method offers unique insights into the relevance of features in a dataset.<\/p>"},{"question":"How can feature importance help in model optimization?","answer":"<p>Feature importance guides feature selection and model refinement, leading to more accurate and efficient models. By identifying irrelevant features, model performance can be improved, and the risk of overfitting reduced.<\/p>"},{"question":"Are there any challenges associated with feature importance?","answer":"<p>Yes, there are challenges like dealing with correlated features and data imbalance. However, techniques like feature selection algorithms and oversampling can help address these issues effectively.<\/p>"},{"question":"How can feature importance benefit the future of proxy services?","answer":"<p>As technology evolves, feature importance will continue to be a valuable tool for proxy server providers like OneProxy. It can assist in interpreting complex models, optimizing server performance, and enhancing user experience in the ever-changing digital landscape.<\/p>"},{"question":"Where can I find more information about feature importance?","answer":"<p>For more in-depth insights into feature importance, you can explore the provided links and resources, which offer detailed explanations and practical implementations. Visit OneProxy.pro for the complete guide on feature importance and its applications.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/477202","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\/477202\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media\/468386"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media?parent=477202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}