{"id":307,"date":"2023-08-02T17:51:20","date_gmt":"2023-08-02T17:51:20","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-1\/"},"modified":"2023-08-02T17:51:20","modified_gmt":"2023-08-02T17:51:20","slug":"%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-1\/","title":{"rendered":"\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0"},"content":{"rendered":"

\uc774 \uae30\uc0ac\uc5d0\uc11c\ub294 \ud1b5\uacc4\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uac00 \ubb34\uc5c7\uc778\uc9c0 \uc124\uba85\ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uacf5\uc2dd, \ub2e4\uc591\ud55c \uc720\ud615\uc758 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubc0f \ud574\uacb0\ub41c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uc5f0\uc2b5\ub3c4 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n

<\/span> \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/span><\/h2>\n

\ud1b5\uacc4\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294<\/strong> \ubc94\uc8fc\ud615 \ubcc0\uc218<\/a> \uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc77c\uc885\uc758 \ud68c\uadc0 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc989, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \ubc94\uc8fc\ud615 \ubcc0\uc218\uac00 \ub3c5\ub9bd\ubcc0\uc218\ub97c \uae30\ubc18\uc73c\ub85c \ud2b9\uc815 \uac12\uc744 \ucde8\ud560 \ud655\ub960\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

\uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc740 \uc774\uc9c4 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uc774\uba70, \uc5ec\uae30\uc11c\ub294 “\uc2e4\ud328” \ub610\ub294 “\uc131\uacf5”( \ubca0\ub974\ub204\uc774 \ubd84\ud3ec<\/a> )\uc774\ub77c\ub294 \ub450 \uac00\uc9c0 \uac00\ub2a5\ud55c \uacb0\uacfc\ub9cc \uc788\uc2b5\ub2c8\ub2e4. “\uc2e4\ud328”\ub294 \uac12 0\uc73c\ub85c \ud45c\uc2dc\ub418\uace0 “\uc131\uacf5”\uc740 \uac12 1\ub85c \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/p>\n

\uc608\ub97c \ub4e4\uc5b4, \ud559\uc0dd\uc774 \uacf5\ubd80\ud55c \uc2dc\uac04\uc744 \uae30\uc900\uc73c\ub85c \uc2dc\ud5d8\uc5d0 \ud569\uaca9\ud560 \ud655\ub960\uc740 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc5f0\uad6c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 \uc2e4\ud328\ub294 ‘\uc2e4\ud328’\uc758 \uacb0\uacfc\uc774\uace0, \uc131\uacf5\uc740 ‘\uc131\uacf5’\uc758 \uacb0\uacfc\uc785\ub2c8\ub2e4. <\/p>\n

<\/span> \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uacf5\uc2dd<\/span><\/h2>\n

\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \ubc29\uc815\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<\/p>\n

\"\\displaystyle<\/p>\n<\/p>\n

\ub530\ub77c\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c “\uc131\uacf5” \uacb0\uacfc\ub97c \uc5bb\uc744 \ud655\ub960, \uc989 \uc885\uc18d\ubcc0\uc218\uac00 1\uc758 \uac12\uc744 \uac00\uc9c8 \ud655\ub960\uc740 \ub2e4\uc74c \uacf5\uc2dd\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/p>\n<\/p>\n

\"p=\\cfrac{1}{1+e^{-(\\beta_0+\\beta_1x_1+\\beta_2x_2+\\dots+\\beta_ix_i)}}\"<\/p>\n<\/p>\n

\uae08:<\/p>\n

    \n
  • \n

    \"p\"<\/p>\n

    \uc885\uc18d\ubcc0\uc218\uac00 1\uc77c \ud655\ub960\uc785\ub2c8\ub2e4.<\/li>\n

  • \n

    \"\\beta_0\"<\/p>\n

    \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc0c1\uc218\uc785\ub2c8\ub2e4.<\/li>\n

  • \n

    \"\\beta_i\"<\/p>\n

    \ubcc0\uc218 i\uc758 \ud68c\uadc0\uacc4\uc218\uc785\ub2c8\ub2e4.<\/li>\n

  • \n

    \"x_i\"<\/p>\n

    \ubcc0\uc218 i\uc758 \uac12\uc785\ub2c8\ub2e4. <\/li>\n<\/ul>\n

    <\/span> \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378 \uc608<\/span><\/h2>\n

    \uc774\uc81c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uc758 \uc815\uc758\ub97c \uc54c\uc558\uc73c\ubbc0\ub85c \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uad6c\uccb4\uc801\uc778 \uc608\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

      \n
    • \ub2e4\uc74c \ud45c\uc5d0\ub294 \uac01 \ud559\uc0dd\uc758 \ud559\uc2b5 \uc2dc\uac04 \ubc0f \ud1b5\uacc4 \uc2dc\ud5d8 \ud569\uaca9 \uc5ec\ubd80\uc640 \uad00\ub828\ub41c \uc77c\ub828\uc758 20\uac1c \ub370\uc774\ud130\uac00 \uc218\uc9d1\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc2e4\ud589\ud558\uace0 \ud559\uc0dd\uc774 4\uc2dc\uac04 \ub3d9\uc548 \uacf5\ubd80\ud55c \uacbd\uc6b0 \ud569\uaca9\ud560 \ud655\ub960\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. <\/li>\n<\/ul>\n
      \"\"<\/figure>\n

      \uc774 \uacbd\uc6b0 \uc124\uba85 \ubcc0\uc218\ub294 \ud559\uc2b5 \uc2dc\uac04\uc774\uace0 \uc751\ub2f5 \ubcc0\uc218\ub294 \ud559\uc0dd\uc758 \ub099\uc81c(0) \ub610\ub294 \ud569\uaca9(1) \uc5ec\ubd80\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc6b0\ub9ac \ubaa8\ub378\uc5d0\uc11c\ub294 \uacc4\uc218\ub9cc \uac16\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<\/p>\n

      \"\\beta_0\"<\/p>\n

      \uadf8\ub9ac\uace0 \uacc4\uc218<\/p>\n

      \"\\beta_1\"<\/p>\n

      , \ub3c5\ub9bd\ubcc0\uc218\uac00 \ud558\ub098\ubfd0\uc774\uae30 \ub54c\ubb38\uc774\ub2e4.<\/p>\n<\/p>\n

      \"\\beta_0<\/p>\n<\/p>\n

      \ud68c\uadc0\uacc4\uc218\ub97c \uc218\ub3d9\uc73c\ub85c \uacb0\uc815\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \ud798\ub4e4\ubbc0\ub85c Minitab\uacfc \uac19\uc740 \ucef4\ud4e8\ud130 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c Minitab\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacc4\uc0b0\ud55c \ud68c\uadc0\uacc4\uc218\uc758 \uac12\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<\/p>\n

      \"\\begin{array}{c}\\beta_0\\approx<\/p>\n<\/p>\n

      \ub530\ub77c\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<\/p>\n

      \"\\begin{aligned}p&=\\cfrac{1}{1+e^{-(\\beta_0+\\beta_1x_1+\\beta_2x_2+\\dots+\\beta_ix_i)}}\\\\[2ex]p&=\\cfrac{1}{1+e^{-(-4,1+1,5x_1)}}\\\\[2ex]p&=\\cfrac{1}{1+e^{4,1-1,5x_1}}\\end{aligned}\"<\/p>\n<\/p>\n

      \uc544\ub798\uc5d0\uc11c \uadf8\ub798\ud504\ub85c \ud45c\uc2dc\ub41c \uc0d8\ud50c \ub370\uc774\ud130\uc640 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378 \ubc29\uc815\uc2dd\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n

      \"\ub85c\uc9c0\uc2a4\ud2f1<\/figure>\n

      \ub530\ub77c\uc11c \ud559\uc0dd\uc774 4\uc2dc\uac04 \uacf5\ubd80\ud55c \uacbd\uc6b0 \uc131\uacf5\ud560 \ud655\ub960\uc744 \uacc4\uc0b0\ud558\ub824\uba74 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc5bb\uc740 \ubc29\uc815\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n<\/p>\n

      \"\\begin{aligned}p&=\\cfrac{1}{1+e^{4,1-1,5x_1}}\\\\[2ex]p&=\\cfrac{1}{1+e^{4,1-1,5\\cdot<\/p>\n<\/p>\n

      \uac04\ub2e8\ud788 \ub9d0\ud574\uc11c, \ud559\uc0dd\uc774 4\uc2dc\uac04 \ub3d9\uc548 \uacf5\ubd80\ud558\uba74 \uc2dc\ud5d8\uc5d0 \ud569\uaca9\ud560 \ud655\ub960\uc740 86.99%\uc785\ub2c8\ub2e4. <\/p>\n

      <\/span> \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uc720\ud615<\/span><\/h2>\n

      \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uc5d0\ub294 \uc138 \uac00\uc9c0 \uc720\ud615\uc774<\/strong> \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

        \n
      • \uc774\uc9c4 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubd84\uc11d<\/strong> : \uc885\uc18d \ubcc0\uc218\ub294 \ub450 \uac00\uc9c0 \uac12(0\uacfc 1)\ub9cc \uac00\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n
      • \ub2e4\ud56d \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubd84\uc11d<\/strong> : \uc885\uc18d \ubcc0\uc218\uc5d0 \uac00\ub2a5\ud55c \uac12\uc774 2\uac1c \uc774\uc0c1 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n
      • \uc21c\uc11c\ud615 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubd84\uc11d<\/strong> : \uac00\ub2a5\ud55c \uacb0\uacfc\uc5d0\ub294 \uc790\uc5f0 \uc21c\uc11c\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/li>\n<\/ul>\n

        <\/span> \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubc0f \uc120\ud615 \ud68c\uadc0<\/span><\/h2>\n

        \ub9c8\uc9c0\ub9c9\uc73c\ub85c \uc694\uc57d\ud558\uc790\uba74 \ud1b5\uacc4\uc5d0\uc11c \uac00\uc7a5 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub294 \ud68c\uadc0 \ubaa8\ub378\uc740 \uc120\ud615 \ubaa8\ub378\uc774\ubbc0\ub85c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uc640 \uc120\ud615 \ud68c\uadc0\uc758 \ucc28\uc774\uc810\uc774 \ubb34\uc5c7\uc778\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

        \uc120\ud615 \ud68c\uadc0\ub294<\/strong> \uc218\uce58 \uc885\uc18d \ubcc0\uc218\ub97c \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub610\ud55c \uc120\ud615 \ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c\ub294 \uc124\uba85 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uac00 \uc120\ud615\uc785\ub2c8\ub2e4.<\/p>\n

        \ub530\ub77c\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uc640 \uc120\ud615 \ud68c\uadc0\uc758 \uc8fc\uc694 \ucc28\uc774\uc810\uc740<\/strong> \uc885\uc18d \ubcc0\uc218\uc758 \uc720\ud615\uc785\ub2c8\ub2e4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c \uc885\uc18d \ubcc0\uc218\ub294 \ubc94\uc8fc\ud615\uc778 \ubc18\uba74, \uc120\ud615 \ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c\ub294 \uc885\uc18d \ubcc0\uc218\ub294 \uc22b\uc790\ud615\uc785\ub2c8\ub2e4.<\/p>\n

        \ub530\ub77c\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \ub450 \uac00\uc9c0 \uac00\ub2a5\ud55c \uc635\uc158 \uc0ac\uc774\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ubc18\uba74 \uc120\ud615 \ud68c\uadc0\ub294 \uc218\uce58 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"

        \uc774 \uae30\uc0ac\uc5d0\uc11c\ub294 \ud1b5\uacc4\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\uac00 \ubb34\uc5c7\uc778\uc9c0 \uc124\uba85\ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uacf5\uc2dd, \ub2e4\uc591\ud55c \uc720\ud615\uc758 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubc0f \ud574\uacb0\ub41c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uc5f0\uc2b5\ub3c4 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c? \ud1b5\uacc4\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \ubc94\uc8fc\ud615 \ubcc0\uc218 \uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc77c\uc885\uc758 \ud68c\uadc0 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc989, \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \ubc94\uc8fc\ud615 \ubcc0\uc218\uac00 \ub3c5\ub9bd\ubcc0\uc218\ub97c \uae30\ubc18\uc73c\ub85c \ud2b9\uc815 \uac12\uc744 \ucde8\ud560 \ud655\ub960\uc744 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