{"id":46302,"date":"2025-01-10T21:46:14","date_gmt":"2025-01-10T13:46:14","guid":{"rendered":"http:\/\/test.swqi.tw\/?p=46302"},"modified":"2025-12-03T03:47:15","modified_gmt":"2025-12-02T19:47:15","slug":"overfitting","status":"publish","type":"post","link":"https:\/\/mister.forex\/kr\/overfitting\/","title":{"rendered":"\uacfc\ub3c4\ud55c \ub808\ubc84\ub9ac\uc9c0\ub780 \ubb34\uc5c7\uc778\uac00? \uc678\ud658 \ub9c8\uc9c4 \uac70\ub798\uc758 \uc228\uaca8\uc9c4 \ud568\uc815"},"content":{"rendered":"
\n\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\uc678\ud658 \ub9c8\uc9c4 \uac70\ub798\uc5d0\uc11c \ub370\uc774\ud130 \ubd84\uc11d\uacfc \ubaa8\ub378 \uc608\uce21\uc740 \uc131\uacf5\uc801\uc778 \uac70\ub798 \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\ub294 \ud575\uc2ec\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uacfc\uc815 \uc911\uc5d0 \uc801\uc808\ud55c \uade0\ud615\uc744 \uc720\uc9c0\ud558\uc9c0 \uc54a\uc73c\uba74, \ud754\ud558\uc9c0\ub9cc \uc27d\uac8c \uac04\uacfc\ub418\ub294 \ubb38\uc81c\uc778 \"\uacfc\uc801\ud569(Overfitting)\"\uc5d0 \uc9c1\uba74\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud604\uc0c1\uc740 \ubaa8\ub378\uc774 \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \uc644\ubcbd\ud558\uac8c \ubcf4\uc774\uc9c0\ub9cc \uc2e4\uc81c \uac70\ub798\uc5d0\uc11c\ub294 \ud615\ud3b8\uc5c6\uc774 \uc791\ub3d9\ud558\uac8c \ub9cc\ub4e4\uba70, \uc2e4\uc81c \uae08\uc804\uc801 \uc190\uc2e4\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae30\uc0ac\ub294 \uac04\ub2e8\ud55c \ube44\uc720\uc5d0\uc11c \uc804\ubb38\uc801\uc778 \uc124\uba85\uae4c\uc9c0, \uacfc\uc801\ud569\uc744 \uc804\ubc18\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc8fc\uace0, \uc2e4\uc6a9\uc801\uc778 \ub300\ucc45\uc744 \uc81c\uacf5\ud558\uc5ec \uc678\ud658 \uc2dc\uc7a5\uc5d0\uc11c \uc548\uc815\uc801\uc778 \uc785\uc9c0\ub97c \ub2e4\uc9c8 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.

\n\n
\n

\uacfc\uc801\ud569\uc774\ub780 \ubb34\uc5c7\uc778\uac00?<\/strong> <\/h2>\n
\n\uacfc\uc801\ud569(Overfitting)\uc740 \ubaa8\ub378\uc774 \ud6c8\ub828 \ub370\uc774\ud130\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\uc9c0\ub9cc, \ubcf4\uc9c0 \ubabb\ud55c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0\uc11c \uc815\ud655\uc131\uc744 \uc783\ub294 \ud604\uc0c1\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc774 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \uc138\ubd80\uc0ac\ud56d\uacfc \ub178\uc774\uc988(Noise)\uc5d0 \uacfc\ub3c4\ud558\uac8c \uc9d1\uc911\ud558\uace0, \uc2dc\uc7a5\uc5d0 \uc2e4\uc81c\ub85c \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uaddc\uce59\uc774\ub098 \ud328\ud134\uc744 \ubc30\uc6b0\uc9c0 \ubabb\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.

\n\uacfc\uc801\ud569\ub41c \ubaa8\ub378\uc740 \uac89\ubcf4\uae30\uc5d0\ub294 \ub9e4\uc6b0 \uac15\ub825\ud574 \ubcf4\uc774\uba70, \ud6c8\ub828 \ub370\uc774\ud130\uc758 \ubaa8\ub4e0 \ud2b9\uc131\uc744 \uc644\ubcbd\ud558\uac8c \"\uae30\uc5b5\"\ud560 \uc218 \uc788\uc9c0\ub9cc, \uc2e4\uc81c\ub85c\ub294 \ubbf8\uc9c0\uc758 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub300\uc751\ud560 \ub2a5\ub825\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4. \uc774\ub294 \uacfc\ub3c4\ud558\uac8c \uc790\uc2e0\uac10 \uc788\ub294 \uc804\ub7b5\uc5d0 \uc758\uc874\ud558\uac8c \ub418\uc5b4 \uacb0\uad6d \uc190\uc2e4\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.

\n\"\"<\/a>\n

A. \uacfc\uc18c\uc801\ud569 (Underfitted)<\/strong> <\/span><\/h3>\n\uacfc\uc18c\uc801\ud569(\ub192\uc740 \ud3b8\ud5a5 \uc624\ucc28)
\n\ubaa8\ub378\uc774 \ub108\ubb34 \ub2e8\uc21c\ud558\uc5ec \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc744 \uc62c\ubc14\ub974\uac8c \uc124\uba85\ud558\uc9c0 \ubabb\ud574 \ud6c8\ub828 \ubc0f \ud14c\uc2a4\ud2b8 \uc624\ucc28\uac00 \ubaa8\ub450 \ub192\uc2b5\ub2c8\ub2e4.<\/span>

\n\n

B. \uc801\uc808\ud55c \uc801\ud569 (Good Fit \/ Robust)<\/strong> <\/span><\/h3>\n\uc801\uc808\ud55c \uc801\ud569\/\uacac\uace0\ud568(\ud3b8\ud5a5\uacfc \ubd84\uc0b0 \uac04\uc758 \uade0\ud615)
\n\ubaa8\ub378\uc774 \ub370\uc774\ud130\ub97c \uc801\uc808\ud558\uac8c \uc124\uba85\ud558\uc5ec \ud6c8\ub828 \ubc0f \ud14c\uc2a4\ud2b8\uc5d0\uc11c \uc88b\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\uba70, \ud3b8\ud5a5\uacfc \ubd84\uc0b0\uc744 \uade0\ud615 \uc788\uac8c \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/span>

\n\n

C. \uacfc\uc801\ud569 (Overfitted)<\/strong> <\/span><\/h3>\n\uacfc\uc801\ud569(\ub192\uc740 \ubd84\uc0b0 \uc624\ucc28)
\n\ubaa8\ub378\uc774 \ub108\ubb34 \ubcf5\uc7a1\ud558\uc5ec \ud6c8\ub828 \ub370\uc774\ud130\uc5d0 \uacfc\uc801\ud569\ub418\uc5b4 \ud6c8\ub828 \uc624\ucc28\ub294 \ub0ae\uc9c0\ub9cc \ud14c\uc2a4\ud2b8 \uc624\ucc28\ub294 \ub192\uace0, \uc77c\ubc18\ud654 \ub2a5\ub825\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4.<\/span>

\n
\n

\ube44\uc720: \uacfc\uc801\ud569\uc740 \uc2dc\ud5d8 \ubd80\uc815\ud589\uc704\uc640 \uac19\ub2e4<\/strong> <\/h2>\n
\n\uc0c1\uc0c1\ud574 \ubcf4\uc138\uc694, \uc678\ud658 \uc2dc\uc7a5\uc758 \ubaa8\uc758 \ud14c\uc2a4\ud2b8\ub97c \uc900\ube44\ud558\ub294\ub370 \ubaa8\ub4e0 \ubb38\uc81c\uc758 \ub2f5\uc744 \uad50\uacfc\uc11c\uc5d0\uc11c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub798\uc11c \ub2f9\uc2e0\uc740 \uc2dc\uc7a5\uc758 \ub3d9\ud0dc\ub97c \uc9c4\uc815\uc73c\ub85c \uc774\ud574\ud558\uae30\ubcf4\ub2e4\ub294 \ub2f5\uc744 \uc678\uc6b0\ub294 \ub370 \ub9ce\uc740 \uc2dc\uac04\uc744 \ubcf4\ub0c5\ub2c8\ub2e4. \uc2dc\ud5d8 \ub2f9\uc77c, \ubb38\uc81c\uac00 \uc870\uae08\ub9cc \ubcc0\uacbd\ub418\uba74 \uc989\uc2dc \ub300\uc751\ud560 \uc218 \uc5c6\uac8c \ub429\ub2c8\ub2e4. \uc65c\ub0d0\ud558\uba74 \ub2f9\uc2e0\uc758 \uc9c0\uc2dd\uc740 \ud2b9\uc815 \uc0c1\ud669\uc5d0\ub9cc \uae30\ubc18\ud558\uace0, \uc2e4\uc81c \ubb38\uc81c\uc5d0 \uc720\uc5f0\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc5c6\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.

\n\uacfc\uc801\ud569\ub41c \ubaa8\ub378\uc740 \uc774\ub7ec\ud55c \"\ubd80\uc815\ud589\uc704 \ud559\uc0dd\"\uacfc \uac19\uc2b5\ub2c8\ub2e4: \uadf8\uac83\uc758 \uc131\ub2a5\uc740 \ud2b9\uc815 \uc5ed\uc0ac\uc801 \ub370\uc774\ud130\uc5d0\ub9cc \uad6d\ud55c\ub418\uc5b4 \uc788\uc73c\uba70, \uc2dc\uc7a5\uc758 \uc2e4\uc2dc\uac04 \ubcc0\ub3d9\uc5d0 \uc801\uc751\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.

\n\"\"\n
\n

\uacfc\uc801\ud569\uc758 \uc678\ud658 \ub9c8\uc9c4 \uac70\ub798\uc5d0\uc11c\uc758 \uc704\ud5d8<\/strong> <\/h2>\n
\n
    \n
  1. \uc804\ub7b5\uc758 \uc77c\ubc18\ud654 \ubd88\uac00<\/strong> 
    \uacfc\uc801\ud569\ub41c \ubaa8\ub378\uc740 \ud2b9\uc815 \uc2dc\uc7a5 \ud658\uacbd, \uc608\ub97c \ub4e4\uc5b4 \uacfc\uac70\uc758 \ud2b9\uc815 \ucd94\uc138\ub098 \uc0ac\uac74\uc5d0 \uc9c0\ub098\uce58\uac8c \uc9d1\uc911\ud558\uc5ec \uc2e4\uc2dc\uac04 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub300\uc751\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/li>\n
    \n
  2. \ubc31\ud14c\uc2a4\ud2b8 \uacb0\uacfc \uc65c\uace1<\/strong> 
    \ubc31\ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub294 \ubaa8\ub378\uc774 \uacfc\uac70 \ub370\uc774\ud130\uc758 \ubaa8\ub4e0 \uc138\ubd80\uc0ac\ud56d\uc744 \"\uae30\uc5b5\"\ud588\uae30 \ub54c\ubb38\uc5d0 \uc804\ub7b5\uc774 \uc131\uacf5\uc801\uc774\ub77c\uace0 \uc798\ubabb \uc0dd\uac01\ud558\uac8c \ub9cc\ub4e4 \uc218 \uc788\uc9c0\ub9cc, \ubbf8\ub798 \uc2dc\uc7a5\uc5d0 \uc801\uc751\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4.<\/li>\n
    \n
  3. \uac70\ub798 \uc704\ud5d8 \uc99d\uac00<\/strong> 
    \ubaa8\ub378\uc774 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \ub178\uc774\uc988\uc5d0 \uc9c0\ub098\uce58\uac8c \ubbfc\uac10\ud558\uc5ec \ubd88\ud544\uc694\ud55c \uac70\ub798\ub97c \ub354 \ub9ce\uc774 \ubc1c\uc0dd\uc2dc\ud0a4\uace0, \uc2ec\uc9c0\uc5b4 \uc2dc\uc7a5 \ubc29\ud5a5\uc744 \uc798\ubabb \ud310\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n
    \n\n
    \n

    \uacfc\uc801\ud569\uc744 \ud53c\ud558\ub294 \ubc29\ubc95\uc740?<\/strong> <\/h2>\n
    \n\ub2e4\ud589\ud788\ub3c4, \uacfc\uc801\ud569\uc740 \ud574\uacb0\ud560 \uc218 \uc5c6\ub294 \ubb38\uc81c\uac00 \uc544\ub2d9\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc704\ud5d8\uc744 \uc904\uc774\uace0 \ubaa8\ub378\uc758 \uc815\ud655\uc131\uacfc \uc548\uc815\uc131\uc744 \ub192\uc774\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uba87 \uac00\uc9c0 \uc2e4\uc6a9\uc801\uc778 \ubc29\ubc95\uc785\ub2c8\ub2e4: 

    \n
      \n
    1. \uad50\ucc28 \uac80\uc99d (Cross-Validation)<\/strong> 
      \ub370\uc774\ud130\ub97c \ud6c8\ub828 \uc138\ud2b8, \uac80\uc99d \uc138\ud2b8 \ubc0f \ud14c\uc2a4\ud2b8 \uc138\ud2b8\ub85c \ub098\ub204\uc5b4 \ubaa8\ub378\uc774 \ubcf4\uc9c0 \ubabb\ud55c \ub370\uc774\ud130\uc5d0\uc11c \uc548\uc815\uc801\uc73c\ub85c \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uad50\ucc28 \uac80\uc99d\uc740 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \ub2a5\ub825\uc744 \uac80\uc99d\ud558\ub294 \uc911\uc694\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/li>\n
      \n
    2. \ubaa8\ub378 \ubcf5\uc7a1\uc131 \uc904\uc774\uae30<\/strong> 
      \ub108\ubb34 \ubcf5\uc7a1\ud55c \ubaa8\ub378\uc740 \uacfc\uc801\ud569\ub418\uae30 \uc27d\uc2b5\ub2c8\ub2e4. \ub354 \uac04\ub2e8\ud55c \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uac70\ub098 \ub9e4\uac1c\ubcc0\uc218 \uc218\ub97c \uc81c\ud55c\ud558\uba74 \ubaa8\ub378\uc758 \uacac\uace0\uc131\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
      \n
    3. \uc815\uaddc\ud654 \uae30\uc220 (Regularization)<\/strong> 
      L1 \ub610\ub294 L2 \uc815\uaddc\ud654\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacfc\ub3c4\ud55c \ubaa8\ub378 \uac00\uc911\uce58\uc5d0 \ud328\ub110\ud2f0\ub97c \ubd80\uc5ec\ud558\uace0, \ubaa8\ub378\uc774 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \ub178\uc774\uc988\uac00 \uc544\ub2cc \uac00\uc7a5 \uc911\uc694\ud55c \ud2b9\uc131\uc5d0 \uc9d1\uc911\ud558\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/li>\n
      \n
    4. \ub370\uc774\ud130 \uc138\ud2b8 \ud655\uc7a5<\/strong> 
      \uac00\ub2a5\ud558\ub2e4\uba74, \ub2e4\uc591\ud55c \uc2dc\uc7a5 \uc870\uac74\uc5d0\uc11c\uc758 \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud558\uc5ec \ub354 \ub9ce\uc740 \uc5ed\uc0ac\uc801 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uba74 \ubaa8\ub378\uc774 \ub354 \ub113\uc740 \uc2dc\uc7a5 \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n
      \n
    5. \ubaa8\ub378 \uc131\ub2a5 \uc9c0\uc18d \ubaa8\ub2c8\ud130\ub9c1<\/strong> 
      \uc2e4\uc81c \uac70\ub798\uc5d0\uc11c \uc815\uae30\uc801\uc73c\ub85c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uace0 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub530\ub77c \uc801\uc808\ud788 \uc870\uc815\ud558\ub294 \uac83\uc740 \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud558\ub294 \ud544\uc218 \ub2e8\uacc4\uc785\ub2c8\ub2e4.<\/li>\n<\/ol>\n
      \n\n
      \n

      \uc0ac\ub840: \uacfc\uc801\ud569\uc744 \uc2dd\ubcc4\ud558\ub294 \ubc29\ubc95\uc740?<\/strong> <\/h2>\n
      \n\uc608\ub97c \ub4e4\uc5b4, \ud55c \uac70\ub798\uc790\uac00 \uc5ec\ub7ec \uae30\uc220 \uc9c0\ud45c\uc5d0 \uc758\uc874\ud558\ub294 \uc678\ud658 \uc804\ub7b5\uc744 \uc124\uacc4\ud558\uace0 \uc5ed\uc0ac\uc801 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubc31\ud14c\uc2a4\ud2b8\ub97c \uc9c4\ud589\ud588\uc744 \ub54c, \uacb0\uacfc\ub294 \ub9e4\uc6d4 \uac70\ub798 \uc218\uc775\ub960\uc774 20%\uc5d0 \ub2ec\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc2e4\uc81c \uac70\ub798\uc5d0\uc11c\ub294 \ud574\ub2f9 \uc804\ub7b5\uc774 \uc790\uc8fc \uc2e4\ud328\ud558\uc5ec \uc790\uae08\uc774 \ud06c\uac8c \ub4dc\ub85c\uc6b0\ub2e4\uc6b4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uac80\ud1a0 \uacb0\uacfc, \ubaa8\ub378\uc774 \uacfc\uac70\uc758 \ud2b9\uc815 \uc2dc\uc7a5 \uc870\uac74, \uc608\ub97c \ub4e4\uc5b4 \ud658\uc728\uc758 \ubcc0\ub3d9 \ud328\ud134\uc5d0 \uc9c0\ub098\uce58\uac8c \uc758\uc874\ud558\uace0, \ub354 \uc77c\ubc18\uc801\uc778 \uc2dc\uc7a5 \uaddc\uce59\uc744 \ubc30\uc6b0\uc9c0 \ubabb\ud55c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.

      \n\uc774\uac83\uc774 \ubc14\ub85c \uacfc\uc801\ud569\uc758 \uc804\ud615\uc801\uc778 \ubaa8\uc2b5\uc785\ub2c8\ub2e4: \ud6c8\ub828 \ub370\uc774\ud130\uc758 \ud2b9\uc815 \ud328\ud134\uc5d0 \uc9c0\ub098\uce58\uac8c \uc758\uc874\ud558\uc5ec \uc2dc\uc7a5\uc758 \uc2e4\uc81c \ubcc0\ub3d9\uc5d0 \ub300\uc751\ud560 \ub2a5\ub825\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4.

      \n\n
      \n

      \uacb0\ub860: \uacfc\uc801\ud569\uc744 \ud53c\ud558\uace0 \uacac\uace0\ud55c \uac70\ub798 \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\ub77c<\/strong> <\/h2>\n
      \n\uc678\ud658 \ub9c8\uc9c4 \uac70\ub798\uc5d0\uc11c \uacfc\uc801\ud569\uc740 \ubaa8\ub4e0 \uac70\ub798\uc790\uac00 \uc8fc\ubaa9\ud574\uc57c \ud560 \ub3c4\uc804 \uacfc\uc81c\uc785\ub2c8\ub2e4. \ube44\ub85d \uacfc\uc801\ud569\uc774 \ubaa8\ub378\uc744 \uc5ed\uc0ac\uc801 \ub370\uc774\ud130\uc5d0\uc11c \uc644\ubcbd\ud558\uac8c \ubcf4\uc774\uac8c \ud560 \uc218 \uc788\uc9c0\ub9cc, \uc9c4\uc815\uc73c\ub85c \uc911\uc694\ud55c \uac83\uc740 \ubaa8\ub378\uc774 \ubbf8\uc9c0\uc758 \uc2dc\uc7a5 \uc0c1\ud669\uc5d0\uc11c \uc815\ud655\ud558\uace0 \uacac\uace0\ud55c \uc9c0\uce68\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294\uc9c0\uc785\ub2c8\ub2e4.

      \n\uc62c\ubc14\ub978 \ubc29\ubc95, \uc608\ub97c \ub4e4\uc5b4 \uad50\ucc28 \uac80\uc99d, \uc815\uaddc\ud654 \uae30\uc220 \ubc0f \ub370\uc774\ud130 \ud655\uc7a5\uc744 \ud1b5\ud574 \uacfc\uc801\ud569\uc758 \uc704\ud5d8\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc904\uc774\uace0 \uac70\ub798 \uc804\ub7b5\uc744 \ub354\uc6b1 \uc2e0\ub8b0\ud560 \uc218 \uc788\uac8c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.

      \n\uae30\uc5b5\ud558\uc138\uc694, \uc2dc\uc7a5\uc740 \ud56d\uc0c1 \ubcc0\ud569\ub2c8\ub2e4. \uc644\ubcbd\ud55c \ubc31\ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub97c \ucd94\uad6c\ud558\uae30\ubcf4\ub2e4\ub294 \uacac\uace0\ud55c \uac70\ub798 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc9d1\uc911\ud558\uc5ec \uc678\ud658 \uc2dc\uc7a5\uc5d0\uc11c \ubb34\ud328\uc758 \uc785\uc9c0\ub97c \ub2e4\uc9c0\uc138\uc694!\n<\/span><\/div><\/div>\n\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t\t\t\t\t
      \n\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t\t\t
      \n\t\t\t\t
      \n\n\uc548\ub155\ud558\uc138\uc694, Mr.Forex \uc5f0\uad6c\ud300<\/a>\uc785\ub2c8\ub2e4<\/strong>
      \n\n\ud2b8\ub808\uc774\ub529\uc740 \uc62c\ubc14\ub978 \ub9c8\uc778\ub4dc\uc14b\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc720\uc6a9\ud55c \ub3c4\uad6c\uc640 \ud1b5\ucc30\ub825\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uae00\ub85c\ubc8c \ube0c\ub85c\ucee4 \ub9ac\ubdf0, \uac70\ub798 \uc2dc\uc2a4\ud15c \uad6c\ucd95(MT4 \/ MT5, EA, VPS) \ubc0f \uc2e4\uc804 Forex \uae30\ucd08\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4. \uae08\uc735 \uc2dc\uc7a5\uc758 \"\uc0ac\uc6a9 \uc124\uba85\uc11c\"\ub97c \ub9c8\uc2a4\ud130\ud558\uace0 \uc81c\ub85c\uc5d0\uc11c \uc804\ubb38\uc801\uc778 \uac70\ub798 \ud658\uacbd\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc744 \uc9c1\uc811 \uac00\ub974\uccd0 \ub4dc\ub9bd\ub2c8\ub2e4.
      \n
      \n\n\uc774\ub860\uc5d0\uc11c \uc2e4\uc804\uc73c\ub85c \ub098\uc544\uac00\uace0 \uc2f6\ub2e4\uba74:<\/strong>
      \n1. \ub354 \ub9ce\uc740 \ud2b8\ub808\uc774\ub354\ub4e4\uc774 \uc9c4\uc2e4\uc744 \ubcfc \uc218 \uc788\ub3c4\ub85d \uc774 \uae30\uc0ac\ub97c \uacf5\uc720\ud574 \uc8fc\uc138\uc694.
      \n2.       Forex \uad50\uc721<\/a> \uad00\ub828 \uae30\uc0ac\ub97c \ub354 \uc77d\uc5b4\ubcf4\uc138\uc694.\n<\/span><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

      \"\uc678\ud658 \uac70\ub798\uc5d0\uc11c \uacfc\uc801\ud569(Overfitting)\uc758 \uc228\uaca8\uc9c4 \uc704\ud5d8\uc744 \uc774\ud574\ud558\uace0, \uc804\ub7b5 \uc2e4\ud328\ub97c \ubc29\uc9c0\ud558\ub294 \ud575\uc2ec \uae30\uc220\uc744 \uc2b5\ub4dd\ud558\uc5ec \uacac\uace0\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uac70\ub798 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uc138\uc694!\"<\/p>","protected":false},"author":1,"featured_media":46304,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,83,100],"tags":[128],"class_list":["post-46302","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-forex-terms","category-learn-forex","category-expert-advisor","tag-no-google"],"_links":{"self":[{"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/posts\/46302","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/comments?post=46302"}],"version-history":[{"count":0,"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/posts\/46302\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/media\/46304"}],"wp:attachment":[{"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/media?parent=46302"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/categories?post=46302"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mister.forex\/kr\/wp-json\/wp\/v2\/tags?post=46302"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}