{"id":477390,"date":"2023-08-09T09:12:24","date_gmt":"2023-08-09T09:12:24","guid":{"rendered":""},"modified":"2023-09-05T11:14:39","modified_gmt":"2023-09-05T11:14:39","slug":"grid-search","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/kr\/wiki\/grid-search\/","title":{"rendered":"\uadf8\ub9ac\ub4dc \uac80\uc0c9"},"content":{"rendered":"<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \uae30\uacc4 \ud559\uc2b5 \ubc0f \ucd5c\uc801\ud654 \ubd84\uc57c\uc5d0\uc11c \uac15\ub825\ud558\uace0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \uc0ac\uc804 \uc815\uc758\ub41c \ud558\uc774\ud37c \ub9e4\uac1c\ubcc0\uc218 \uc138\ud2b8\ub97c \ucca0\uc800\ud558\uac8c \uac80\uc0c9\ud558\uc5ec \ucd5c\uc0c1\uc758 \uc131\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc870\ud569\uc744 \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \ubaa8\ub378\uc758 \ub9e4\uac1c\ubcc0\uc218\ub97c \ubbf8\uc138 \uc870\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc54c\uace0\ub9ac\uc998 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \uadf8\ub9ac\ub4dc\uc758 \uac01 \uc9c0\uc810\uc774 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uac12\uc758 \ud2b9\uc815 \uc870\ud569\uc744 \ub098\ud0c0\ub0b4\ub294 \uadf8\ub9ac\ub4dc\uc640 \uac19\uc740 \uad6c\uc870\ub97c \uc0dd\uc131\ud55c\ub2e4\ub294 \uac1c\ub150\uc5d0\uc11c \uadf8 \uc774\ub984\uc744 \uc5bb\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \ubaa8\ub378 \ucd5c\uc801\ud654 \ud504\ub85c\uc138\uc2a4\uc758 \uae30\ubcf8 \ub3c4\uad6c\uc774\uba70 \ub370\uc774\ud130 \uacfc\ud559, \uc778\uacf5 \uc9c0\ub2a5, \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc744 \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0\uc11c \uc911\uc694\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \uc5ed\uc0ac\uc640 \uccab \uc5b8\uae09<\/h2>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \uae30\uc6d0\uc740 \uae30\uacc4 \ud559\uc2b5 \ubc0f \ucd5c\uc801\ud654 \uc5f0\uad6c \ucd08\uae30\ub85c \uac70\uc2ac\ub7ec \uc62c\ub77c\uac11\ub2c8\ub2e4. \ucef4\ud4e8\ud305 \uc131\ub2a5\uc758 \ucd9c\ud604\uacfc \uae30\uacc4 \ud559\uc2b5 \uae30\uc220\uc758 \ubd80\uc0c1\uc73c\ub85c \uc778\ud574 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc774 \ub354\uc6b1 \ub450\ub4dc\ub7ec\uc84c\uc9c0\ub9cc \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \uac1c\ub150\uc740 \uc774\uc804 \ucd5c\uc801\ud654 \uae30\uc220\uc5d0 \ubfcc\ub9ac\ub97c \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc5d0 \ub300\ud55c \ucd5c\ucd08\uc758 \uc5b8\uae09 \uc911 \ud558\ub098\ub294 1950\ub144\ub300 \uc601\uad6d \ud1b5\uacc4\ud559\uc790\uc778 George Edward Pelham Box\uc758 \uc791\uc5c5\uc5d0\uc11c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Box\ub294 \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 \uc124\uacc4 \uacf5\uac04\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \ud0d0\uc0c9\ud558\ub294 \uae30\uc220\uc778 &quot;Box-Behnken \uc124\uacc4&quot;\ub97c \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uc791\uc5c5\uc740 \ud604\ub300\uc801\uc778 \ud615\ud0dc\uc758 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \uc544\ub2c8\uc9c0\ub9cc \uac1c\ub150\uc758 \ud1a0\ub300\ub97c \ub9c8\ub828\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \ubcf4\ub2e4 \uc815\uad50\ud55c \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc758 \uac1c\ubc1c\uacfc \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\uc758 \ud655\uc0b0\uc73c\ub85c \uc778\ud574 \uc624\ub298\ub0a0 \uc6b0\ub9ac\uac00 \uc54c\uace0 \uc788\ub294 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc774 \uac1c\uc120\ub418\uace0 \ub300\uc911\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc5d0 \ub300\ud55c \uc0c1\uc138 \uc815\ubcf4<\/h2>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc5d0\ub294 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc5d0 \ub300\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc138\ud2b8\ub97c \uc120\ud0dd\ud55c \ub2e4\uc74c \uc774\ub7ec\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc758 \uac01 \uc870\ud569\uc5d0 \ub300\ud55c \ubaa8\ub378 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ud504\ub85c\uc138\uc2a4\ub294 \ub2e4\uc74c \ub2e8\uacc4\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p>\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uacf5\uac04 \uc815\uc758: \ucd5c\uc801\ud654\ud574\uc57c \ud558\ub294 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uacb0\uc815\ud558\uace0 \uac01 \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub300\ud55c \uac12 \ubc94\uc704\ub97c \uc815\uc758\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ub9e4\uac1c\ubcc0\uc218 \uadf8\ub9ac\ub4dc \uc0dd\uc131: \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uac12\uc758 \uac00\ub2a5\ud55c \ubaa8\ub4e0 \uc870\ud569\uc744 \ucde8\ud558\uc5ec \uadf8\ub9ac\ub4dc\uc640 \uac19\uc740 \uad6c\uc870\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ubaa8\ub378 \ud6c8\ub828 \ubc0f \ud3c9\uac00: \uac01 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc138\ud2b8\uc5d0 \ub300\ud574 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uace0 \uc0ac\uc804 \uc815\uc758\ub41c \ud3c9\uac00 \uc9c0\ud45c(\uc608: \uc815\ud655\ub3c4, \uc815\ubc00\uc131, \uc7ac\ud604\uc728)\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ucd5c\uc0c1\uc758 \ub9e4\uac1c\ubcc0\uc218 \uc120\ud0dd: \ucd5c\uace0\uc758 \uc131\ub2a5 \uc9c0\ud45c\ub97c \uc0dd\uc131\ud558\ub294 \ud558\uc774\ud37c \ub9e4\uac1c\ubcc0\uc218\uc758 \uc870\ud569\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ucd5c\uc885 \ubaa8\ub378 \uad6c\ucd95: \uc804\uccb4 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\uc11c \uc120\ud0dd\ub41c \ucd5c\uc0c1\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uc5ec \ucd5c\uc885 \ucd5c\uc801\ud654 \ubaa8\ub378\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4 \uc218 \uc788\uc73c\uba70, \ud2b9\ud788 \ub2e4\uc218\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc640 \ubc29\ub300\ud55c \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc744 \ucc98\ub9ac\ud560 \ub54c \ub354\uc6b1 \uadf8\ub807\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uccb4\uacc4\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \uc870\ud569\uc774 \ub204\ub77d\ub418\uc9c0 \uc54a\ub3c4\ub85d \ubcf4\uc7a5\ud558\ubbc0\ub85c \ubaa8\ub378 \ud29c\ub2dd\uc5d0 \ud544\uc218\uc801\uc778 \uae30\uc220\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \ub0b4\ubd80 \uad6c\uc870 \ubc0f \uc791\ub3d9 \ubc29\uc2dd<\/h2>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \ub0b4\ubd80 \uad6c\uc870\uc5d0\ub294 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uacfc \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc774\ub77c\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uad6c\uc131\uc694\uc18c\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<h3>\ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04:<\/h3>\n<p>\ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc740 \uadf8\ub9ac\ub4dc \uac80\uc0c9 \ud504\ub85c\uc138\uc2a4 \uc911\uc5d0 \ud0d0\uc0c9\ud574\uc57c \ud558\ub294 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc138\ud2b8\uc640 \ud574\ub2f9 \uac12\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc640 \ud574\ub2f9 \ubc94\uc704\uc758 \uc120\ud0dd\uc740 \ubaa8\ub378\uc758 \uc131\ub2a5\uacfc \uc77c\ubc18\ud654 \ub2a5\ub825\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc5d0\ub294 \ud559\uc2b5\ub960, \uc815\uaddc\ud654 \uac15\ub3c4, \uc228\uaca8\uc9c4 \ub2e8\uc704 \uc218, \ucee4\ub110 \uc720\ud615 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<h3>\uac80\uc0c9 \uc54c\uace0\ub9ac\uc998:<\/h3>\n<p>\uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc740 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc774 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc744 \ud1b5\uacfc\ud558\ub294 \ubc29\ubc95\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4. \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc758 \uac00\ub2a5\ud55c \ubaa8\ub4e0 \uc870\ud569\uc744 \ud3c9\uac00\ud558\uc5ec \ubb34\ucc28\ubcc4 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uac01 \uc870\ud569\uc5d0 \ub300\ud574 \ubaa8\ub378\uc774 \ud6c8\ub828\ub418\uace0 \ud3c9\uac00\ub418\uba70, \uac00\uc7a5 \uc131\ub2a5\uc774 \uc88b\uc740 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc138\ud2b8\uac00 \uc120\ud0dd\ub429\ub2c8\ub2e4.<\/p>\n<h2>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \uc8fc\uc694 \ud2b9\uc9d5 \ubd84\uc11d<\/h2>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \uc778\uae30\uc640 \ud6a8\uc728\uc131\uc5d0 \uae30\uc5ec\ud558\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p>\ub2e8\uc21c\uc131: \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \uad6c\ud604\ud558\uace0 \uc774\ud574\ud558\uae30\uac00 \uac04\ub2e8\ud558\ubbc0\ub85c \uae30\uacc4 \ud559\uc2b5 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uac00 \uc811\uadfc\ud560 \uc218 \uc788\ub294 \ucd5c\uc801\ud654 \uae30\uc220\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ucca0\uc800\ud55c \uac80\uc0c9: \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \uc804\uccb4 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc5d0 \ub300\ud55c \ucca0\uc800\ud55c \uac80\uc0c9\uc744 \ubcf4\uc7a5\ud558\uc5ec \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc758 \uc870\ud569\uc774 \uac04\uacfc\ub418\uc9c0 \uc54a\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\uc7ac\ud604\uc131: \uc804\uccb4 \ud504\ub85c\uc138\uc2a4\uac00 \uacb0\uc815\uc801\uc774\uace0 \ubb34\uc791\uc704\uc131\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uc73c\ubbc0\ub85c \uadf8\ub9ac\ub4dc \uac80\uc0c9 \uacb0\uacfc\ub97c \uc7ac\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\uae30\uc900 \uc131\ub2a5: \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \uc5ec\ub7ec \uc870\ud569\uc744 \ud3c9\uac00\ud558\uc5ec \ubaa8\ub378\uc5d0 \ub300\ud55c \uae30\uc900 \uc131\ub2a5\uc744 \uc124\uc815\ud558\uace0 \uace0\uae09 \ucd5c\uc801\ud654 \uae30\uc220\uacfc\uc758 \ube44\uad50\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uadf8\ub9ac\ub4dc \uac80\uc0c9 \uc720\ud615<\/h2>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04 \uc0dd\uc131\uc5d0 \ub530\ub77c \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc720\ud615\uc73c\ub85c \ubd84\ub958\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc804\uccb4 \uadf8\ub9ac\ub4dc \uac80\uc0c9<\/strong>: \uc774 \uc720\ud615\uc5d0\uc11c\ub294 \uac00\ub2a5\ud55c \ubaa8\ub4e0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc870\ud569\uc744 \uace0\ub824\ud558\uc5ec \uc870\ubc00\ud55c \uadf8\ub9ac\ub4dc\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc791\uc740 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc5d0\ub294 \uc801\ud569\ud558\uc9c0\ub9cc \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c\ub294 \uacc4\uc0b0\uc774 \ubd88\uac00\ub2a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubb34\uc791\uc704 \uadf8\ub9ac\ub4dc \uac80\uc0c9<\/strong>: \ub300\uc870\uc801\uc73c\ub85c, \ubb34\uc791\uc704 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc5d0\uc11c \ud558\uc774\ud37c \ub9e4\uac1c\ubcc0\uc218 \uc870\ud569\uc744 \ubb34\uc791\uc704\ub85c \uc0d8\ud50c\ub9c1\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ub354 \ud070 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc5d0 \ub300\ud574 \ub354 \ud6a8\uc728\uc801\uc774\uc9c0\ub9cc \ubaa8\ub4e0 \uc870\ud569\uc774 \ud0d0\uc0c9\ub41c\ub2e4\ub294 \ubcf4\uc7a5\uc740 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\ub450 \uac00\uc9c0 \uc720\ud615\uc744 \ube44\uad50\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\uc720\ud615<\/th>\n<th>\uc7a5\uc810<\/th>\n<th>\ub2e8\uc810<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc804\uccb4 \uadf8\ub9ac\ub4dc \uac80\uc0c9<\/td>\n<td>\u2013 \ub9e4\uac1c\ubcc0\uc218\uc758 \ucca0\uc800\ud55c \ud0d0\uc0c9<\/td>\n<td>\u2013 \ub300\uaddc\ubaa8 \uadf8\ub9ac\ub4dc\uc758 \uacbd\uc6b0 \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uc7ac\ud604 \uac00\ub2a5\ud55c \uacb0\uacfc<\/td>\n<td>\u2013 \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\ub294 \uc801\ud569\ud558\uc9c0 \uc54a\uc74c<\/td>\n<\/tr>\n<tr>\n<td>\ubb34\uc791\uc704 \uadf8\ub9ac\ub4dc \uac80\uc0c9<\/td>\n<td>\u2013 \ub300\uaddc\ubaa8 \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc5d0 \ud6a8\uc728\uc801<\/td>\n<td>\u2013 \uc77c\ubd80 \uc870\ud569\uc740 \uac74\ub108\ub6f8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uace0\ucc28\uc6d0 \uacf5\uac04\uc73c\ub85c \ud655\uc7a5 \uac00\ub2a5<\/td>\n<td>\u2013 \uc804\uccb4 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc5d0 \ube44\ud574 \uc7ac\ud604\uc131\uc774 \ub5a8\uc5b4\uc9c0\ub294 \uacb0\uacfc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\uadf8\ub9ac\ub4dc \uac80\uc0c9, \ubb38\uc81c \ubc0f \ud574\uacb0 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/h2>\n<h3>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95:<\/h3>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \ub2e4\uc74c\uc744 \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ubaa8\ub378 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd<\/strong>: \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \ub2ec\uc131\ud558\uae30 \uc704\ud574 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc5d0 \ub300\ud55c \ucd5c\uc801\uc758 \ud558\uc774\ud37c \ub9e4\uac1c \ubcc0\uc218\ub97c \ucc3e\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc54c\uace0\ub9ac\uc998 \uc120\ud0dd<\/strong>: \ub2e4\uc591\ud55c \uae30\uacc4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \ub2e4\uc591\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc640 \ube44\uad50\ud558\uc5ec \ucd5c\uace0\uc758 \uc131\uacfc\ub97c \ub0b4\ub294 \uc870\ud569\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uae30\ub2a5 \uc120\ud0dd<\/strong>: \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \ud2b9\uc9d5\uc744 \uc5bb\uae30 \uc704\ud574 \ud2b9\uc9d5 \uc120\ud0dd \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h3>\ubb38\uc81c \ubc0f \ud574\uacb0 \ubc29\ubc95:<\/h3>\n<p>\uc720\uc6a9\uc131\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc5d0\ub294 \uba87 \uac00\uc9c0 \uc81c\ud55c \uc0ac\ud56d\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ucc28\uc6d0\uc758 \uc800\uc8fc<\/strong>: \ub9e4\uac1c\ubcc0\uc218 \uacf5\uac04\uc758 \ucc28\uc6d0\uc774 \ucee4\uc9c8\uc218\ub85d \uadf8\ub9ac\ub4dc \ud0d0\uc0c9\uc740 \uacc4\uc0b0\uc801\uc73c\ub85c \ubd88\uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4. \uc774\ub294 \ubb34\uc791\uc704 \uac80\uc0c9\uacfc \uac19\uc740 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc778 \uac80\uc0c9 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc644\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uacc4\uc0b0 \uc2dc\uac04<\/strong>: \ud2b9\ud788 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uacbd\uc6b0 \uc5ec\ub7ec \uc870\ud569\uc744 \ud6c8\ub828\ud558\uace0 \ud3c9\uac00\ud558\ub294 \ub370 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcd1\ub82c \ucef4\ud4e8\ud305 \ubc0f \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc740 \ud504\ub85c\uc138\uc2a4 \uc18d\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9<\/strong>: \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \uac04\uacfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubca0\uc774\uc9c0\uc548 \ucd5c\uc801\ud654\uc640 \uac19\uc740 \uae30\uc220\uc740 \uc774\ub7ec\ud55c \uc0c1\ud638 \uc791\uc6a9\uc744 \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc8fc\uc694 \ud2b9\uc9d5 \ubc0f \uc720\uc0ac \uc6a9\uc5b4\uc640\uc758 \ube44\uad50<\/h2>\n<p>\ub2e4\uc74c\uc740 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uacfc \uad00\ub828 \ucd5c\uc801\ud654 \uae30\uc220\uc744 \ube44\uad50\ud55c \uac83\uc785\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\uae30\uc220<\/th>\n<th>\uc8fc\uc694\ud2b9\uc9d5<\/th>\n<th>\ube44\uad50<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uadf8\ub9ac\ub4dc \uac80\uc0c9<\/td>\n<td>\u2013 \ub9e4\uac1c\ubcc0\uc218\uc758 \ucca0\uc800\ud55c \ud0d0\uc0c9<\/td>\n<td>\u2013 \uccb4\uacc4\uc801\uc774\uc9c0\ub9cc \ub290\ub9bc<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uc7ac\ud604 \uac00\ub2a5\ud55c \uacb0\uacfc<\/td>\n<td>\u2013 \uc791\uc740 \uacf5\uac04\uc5d0 \uc801\ud569<\/td>\n<\/tr>\n<tr>\n<td>\ubb34\uc791\uc704 \uac80\uc0c9<\/td>\n<td>\u2013 \ub9e4\uac1c\ubcc0\uc218\uc758 \ubb34\uc791\uc704 \uc0d8\ud50c\ub9c1<\/td>\n<td>\u2013 \ub113\uc740 \uacf5\uac04\uc5d0\uc11c\ub294 \ub354 \ube60\ub985\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \uace0\ucc28\uc6d0 \uacf5\uac04\uc73c\ub85c \ud655\uc7a5 \uac00\ub2a5<\/td>\n<td>\u2013 \uc77c\ubd80 \uc870\ud569\uc744 \uac74\ub108\ub6f8 \uc218 \uc788\uc74c<\/td>\n<\/tr>\n<tr>\n<td>\ubca0\uc774\uc9c0\uc548 \ucd5c\uc801\ud654<\/td>\n<td>\u2013 \ud0d0\uc0c9\uc744 \uc704\ud574 \ud655\ub960 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/td>\n<td>\u2013 \uc81c\ud55c\ub41c \ub370\uc774\ud130\ub85c \ud6a8\uc728\uc801<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \ub9e4\uac1c\ubcc0\uc218 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/td>\n<td>\u2013 \ucd5c\uc801\uc758 \uc194\ub8e8\uc158\uc744 \uadfc\uc0ac\ud654\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\uadf8\ub9ac\ub4dc \uac80\uc0c9\uacfc \uad00\ub828\ub41c \ubbf8\ub798\uc758 \uad00\uc810\uacfc \uae30\uc220<\/h2>\n<p>\uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc5ec\ub7ec \uac00\uc9c0 \uac1c\ubc1c\uc744 \ud1b5\ud574 \uc774\uc810\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc790\ub3d9\ud654\ub41c \uae30\uacc4 \ud559\uc2b5(AutoML)<\/strong>: AutoML \ud504\ub808\uc784\uc6cc\ud06c\uc640 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \ud1b5\ud569\ud558\uba74 \ucd08\ub9e4\uac1c\ubcc0\uc218 \uc870\uc815 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uc5ec \ube44\uc804\ubb38\uac00\ub3c4 \ub354 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubcd1\ub82c \ubc0f \ubd84\uc0b0 \ucef4\ud4e8\ud305<\/strong>: \ubcd1\ub82c \ubc0f \ubd84\uc0b0 \ucef4\ud4e8\ud305\uc758 \uc9c0\uc18d\uc801\uc778 \ubc1c\uc804\uc73c\ub85c \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc5d0 \ud544\uc694\ud55c \uacc4\uc0b0 \uc2dc\uac04\uc774 \ub354\uc6b1 \ub2e8\ucd95\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uace0\uae09 \ucd5c\uc801\ud654 \uae30\uc220<\/strong>: \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \uc720\uc804\uc790 \uc54c\uace0\ub9ac\uc998\uc774\ub098 \uc785\uc790 \ub5bc \ucd5c\uc801\ud654\uc640 \uac19\uc740 \ubcf4\ub2e4 \uc815\uad50\ud55c \ucd5c\uc801\ud654 \uae30\uc220\uacfc \uacb0\ud569\ud558\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc \ubc29\uc2dd\uc740 \ud6a8\uc728\uc131\uacfc \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uadf8\ub9ac\ub4dc \uac80\uc0c9\uacfc \uc0ac\uc6a9\ud558\uac70\ub098 \uc5f0\uacb0\ud558\ub294 \ubc29\ubc95<\/h2>\n<p>\ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc775\uba85\uc758 \uc6f9 \uc2a4\ud06c\ub798\ud551<\/strong>: \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uba74 \uc2e4\uc81c IP \uc8fc\uc18c\ub97c \uacf5\uac1c\ud558\uc9c0 \uc54a\uace0 \uc5ec\ub7ec \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uac00\uc838\uc62c \uc218 \uc788\uc73c\ubbc0\ub85c \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc218\uc9d1 \uc911\uc5d0 \ud6a8\uc728\uc801\uc778 \uc6f9 \uc2a4\ud06c\ub798\ud551\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub85c\ub4dc \ubc38\ub7f0\uc2f1<\/strong>: \uc5ec\ub7ec \uc2dc\uc2a4\ud15c\uc774\ub098 \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \uc2e4\ud589\ud560 \ub54c \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc791\uc5c5 \ubd80\ud558\ub97c \uade0\ub4f1\ud558\uac8c \ubd84\uc0b0\ud558\uc5ec \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc81c\ud55c \uc6b0\ud68c<\/strong>: \ud2b9\uc815 \ub370\uc774\ud130 \uc18c\uc2a4\uac00 \uc9c0\ub9ac\uc801 \uc704\uce58\uc5d0 \ub530\ub77c \uc81c\ud55c\ub418\ub294 \uacbd\uc6b0 \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc704\uce58\uc5d0\uc11c \uc774\ub7ec\ud55c \uc18c\uc2a4\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc218\uc9d1 \ubc94\uc704\uac00 \ud655\uc7a5\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uad00\ub828\ub41c \ub9c1\ud06c\ub4e4<\/h2>\n<p>\uadf8\ub9ac\ub4dc \uac80\uc0c9 \ubc0f \ud574\ub2f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc744 \ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ud0d0\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.model_selection.GridSearchCV.html\" target=\"_new\" rel=\"noopener nofollow\">GridSearchCV\uc5d0 \ub300\ud55c Scikit-learn \ubb38\uc11c<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/hyperparameter-tuning-using-grid-search-3d50dba90552\" target=\"_new\" rel=\"noopener nofollow\">\ub370\uc774\ud130 \uacfc\ud559\uc744 \ud5a5\ud558\uc5ec: \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd<\/a><\/li>\n<li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/tutorial-python-package-gridsearchcv\" target=\"_new\" rel=\"noopener nofollow\">DataCamp: \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378 \uc870\uc815<\/a><\/li>\n<\/ol>\n<p>\uae30\uacc4 \ud559\uc2b5 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ucd5c\uc801\uc758 \uacb0\uacfc\ub97c \uc5bb\uc73c\ub824\uba74 \uadf8\ub9ac\ub4dc \uac80\uc0c9\uc758 \ucd5c\uc2e0 \ubc1c\uc804 \uc0ac\ud56d\uacfc \ubaa8\ubc94 \uc0ac\ub840\ub97c \ud56d\uc0c1 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>","protected":false},"featured_media":468499,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477390","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Grid Search: A Comprehensive Overview<\/mark>","faq_items":[{"question":"What is Grid Search?","answer":"<p>Grid search is a technique used in machine learning and optimization to fine-tune the parameters of a model. It involves systematically searching through a predefined set of hyperparameter values to find the combination that yields the best model performance.<\/p>"},{"question":"How did Grid Search originate?","answer":"<p>The concept of Grid Search has roots in older optimization techniques, with early mentions found in the work of George Edward Pelham Box, a British statistician. Over time, with advancements in computational resources, it evolved into the systematic approach we use today.<\/p>"},{"question":"How does Grid Search work?","answer":"<p>Grid search creates a grid-like structure with all possible combinations of hyperparameters. The model is then trained and evaluated for each combination to identify the optimal set of hyperparameter values.<\/p>"},{"question":"What are the key features of Grid Search?","answer":"<p>Grid Search is known for its simplicity, exhaustive search, reproducibility, and ability to establish baseline model performance.<\/p>"},{"question":"What types of Grid Search exist?","answer":"<p>There are two main types of Grid Search: Full Grid Search, where all combinations are considered, and Randomized Grid Search, which randomly samples combinations from the parameter space.<\/p>"},{"question":"How can Grid Search be used effectively?","answer":"<p>Grid Search can be employed for model hyperparameter tuning, algorithm selection, and feature selection. However, it can be computationally expensive for large datasets and high-dimensional spaces.<\/p>"},{"question":"What are the potential problems with Grid Search?","answer":"<p>Grid Search may suffer from the curse of dimensionality, making it inefficient for high-dimensional parameter spaces. It can also be time-consuming and overlook interactions among hyperparameters.<\/p>"},{"question":"How does Grid Search compare to other optimization techniques?","answer":"<p>Grid Search is systematic but slow, whereas Randomized Grid Search is faster but may skip some combinations. Bayesian Optimization approximates the best solution and handles interactions between parameters.<\/p>"},{"question":"What does the future hold for Grid Search?","answer":"<p>As technology advances, Grid Search is likely to benefit from automated machine learning (AutoML) integration, parallel and distributed computing, and hybrid approaches with advanced optimization techniques.<\/p>"},{"question":"How can proxy servers be associated with Grid Search?","answer":"<p>Proxy servers can facilitate anonymous web scraping, load balancing, and bypassing restrictions, thereby enhancing the efficiency and effectiveness of Grid Search in data collection and processing.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/477390","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\/477390\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media\/468499"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media?parent=477390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}