{"id":7777,"date":"2025-02-28T22:16:06","date_gmt":"2025-02-28T13:16:06","guid":{"rendered":"https:\/\/now0930.pe.kr\/wordpress\/?p=7777"},"modified":"2025-02-28T22:16:10","modified_gmt":"2025-02-28T13:16:10","slug":"133%ed%9a%8c-1%ea%b5%90%ec%8b%9c-2%eb%b2%88","status":"publish","type":"post","link":"https:\/\/now0930.pe.kr\/wordpress\/133%ed%9a%8c-1%ea%b5%90%ec%8b%9c-2%eb%b2%88\/","title":{"rendered":"133\ud68c 1\uad50\uc2dc 2\ubc88"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1646\" height=\"130\" src=\"https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/image-2.png\" alt=\"\" class=\"wp-image-7778\" srcset=\"https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/image-2.png 1646w, https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/image-2-768x61.png 768w, https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/image-2-1536x121.png 1536w, https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/image-2-1568x124.png 1568w\" sizes=\"auto, (max-width: 1646px) 100vw, 1646px\" \/><\/figure>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/NeoStudio_20250228_221307_\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4-\uae30\uc220\uc0ac14.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"NeoStudio_20250228_221307_\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4 \uae30\uc220\uc0ac14\uc758 \uc0bd\uc785.\"><\/object><a id=\"wp-block-file--media-c87adcd9-481a-40eb-a9b0-1dcd23a7a329\" href=\"https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/NeoStudio_20250228_221307_\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4-\uae30\uc220\uc0ac14.pdf\">NeoStudio_20250228_221307_\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4 \uae30\uc220\uc0ac14<\/a><a href=\"https:\/\/now0930.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/NeoStudio_20250228_221307_\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4-\uae30\uc220\uc0ac14.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-c87adcd9-481a-40eb-a9b0-1dcd23a7a329\">\ub2e4\uc6b4\ub85c\ub4dc<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/mozenworld.tistory.com\/entry\/F1-%EC%A0%90%EC%88%98-%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D-%EB%AA%A8%EB%8D%B8%EC%9D%98-%EC%84%B1%EB%8A%A5%EC%9D%84-%ED%8F%89%EA%B0%80%ED%95%98%EB%8A%94-%EA%B0%95%EB%A0%A5%ED%95%9C-%EC%A7%80%ED%91%9C-Part-2\">https:\/\/mozenworld.tistory.com\/entry\/F1-%EC%A0%90%EC%88%98-%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D-%EB%AA%A8%EB%8D%B8%EC%9D%98-%EC%84%B1%EB%8A%A5%EC%9D%84-%ED%8F%89%EA%B0%80%ED%95%98%EB%8A%94-%EA%B0%95%EB%A0%A5%ED%95%9C-%EC%A7%80%ED%91%9C-Part-2<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/ai-com.tistory.com\/entry\/ML-%EB%B6%84%EB%A5%98-%EC%84%B1%EB%8A%A5-%EC%A7%80%ED%91%9C-Precision%EC%A0%95%EB%B0%80%EB%8F%84-Recall%EC%9E%AC%ED%98%84%EC%9C%A8\">https:\/\/ai-com.tistory.com\/entry\/ML-%EB%B6%84%EB%A5%98-%EC%84%B1%EB%8A%A5-%EC%A7%80%ED%91%9C-Precision%EC%A0%95%EB%B0%80%EB%8F%84-Recall%EC%9E%AC%ED%98%84%EC%9C%A8<\/a><\/p>\n\n\n\n<p><strong>F1-Score\uc758 \uc815\uc758<\/strong>:<br>F1-Score\ub294 \ubd84\ub958 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ub418\ub294 \uc9c0\ud45c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uc815\ud655\ub3c4(Precision)\uc640 \uc7ac\ud604\uc728(Recall)\uc758 \uc870\ud654 \ud3c9\uade0\uc744 \ub098\ud0c0\ub0b4\uba70, \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ub429\ub2c8\ub2e4:<\/p>\n\n\n\n<p>$$F1 = 2 \\cdot \\frac{{\\text{{Precision}} \\cdot \\text{{Recall}}}}{{\\text{{Precision}} + \\text{{Recall}}}}$$<\/p>\n\n\n\n<p>\uc5ec\uae30\uc11c,<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc815\ud655\ub3c4(Precision)<\/strong>: \ubaa8\ub378\uc774 \uc591\uc131\uc774\ub77c\uace0 \uc608\uce21\ud55c \uc0ac\ub840 \uc911 \uc2e4\uc81c\ub85c \uc591\uc131\uc778 \ube44\uc728.<\/li>\n\n\n\n<li><strong>\uc7ac\ud604\uc728(Recall)<\/strong>: \uc2e4\uc81c \uc591\uc131 \uc0ac\ub840 \uc911\uc5d0\uc11c \ubaa8\ub378\uc774 \uc591\uc131\uc774\ub77c\uace0 \uc62c\ubc14\ub974\uac8c \uc608\uce21\ud55c \ube44\uc728.<\/li>\n<\/ul>\n\n\n\n<p>F1-Score\ub294 \ub450 \uc9c0\ud45c\uc758 \uc870\ud654 \ud3c9\uade0\uc744 \uc0ac\uc6a9\ud558\ubbc0\ub85c, \uac12\uc774 \ub192\uc744\uc218\ub85d \ubaa8\ub378\uc758 \uc131\ub2a5\uc774 \uc88b\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>F1-Score\uc758 \uc7a5\uc810<\/strong>:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ubd88\uade0\ud615 \ub370\uc774\ud130\uc14b\uc5d0 \uac15\ud568<\/strong>: F1-Score\ub294 \ubd88\uade0\ud615 \ub370\uc774\ud130\uc14b\uc5d0\uc11c\ub3c4 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub2e8\uc21c \uc815\ud655\ub3c4\ub294 \ud074\ub798\uc2a4\uc758 \ubd88\uade0\ud615\uc73c\ub85c \uc778\ud574 \uc65c\uace1\ub420 \uc218 \uc788\uc9c0\ub9cc, F1-Score\ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ubcf4\uc644\ud558\uc5ec \uc2e4\uc81c \uc131\ub2a5\uc744 \uc798 \ubc18\uc601\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc815\ud655\ub3c4\uc640 \uc7ac\ud604\uc728\uc758 \uade0\ud615<\/strong>: F1-Score\ub294 \uc815\ud655\ub3c4\uc640 \uc7ac\ud604\uc728\uc744 \ub3d9\uc2dc\uc5d0 \uace0\ub824\ud558\ubbc0\ub85c, \ud558\ub098\uc758 \uc9c0\ud45c\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ub450 \uac00\uc9c0 \uc131\ub2a5 \uce21\uba74\uc744 \uade0\ud615 \uc788\uac8c \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud574\uc11d\uc758 \uc6a9\uc774\uc131<\/strong>: F1-Score\ub294 \ub2e8\uc77c \uac12\uc73c\ub85c \uc131\ub2a5\uc744 \ud45c\ud604\ud560 \uc218 \uc788\uc5b4 \ud574\uc11d\uc774 \uc6a9\uc774\ud558\uba70, \uc131\ub2a5 \ube44\uad50\uc5d0\ub3c4 \uc720\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud544\uc694\uc5d0 \ub530\ub978 \uc870\uc815 \uac00\ub2a5<\/strong>: \uacbd\uc6b0\uc5d0 \ub530\ub77c Precision\uacfc Recall\uc758 \uc911\uc694\ub3c4\ub97c \ub2ec\ub9ac \ud560 \uc218 \uc788\uc5b4, \ud2b9\uc815 \uc0c1\ud669\uc5d0 \ub9de\uac8c \uc870\uc815\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>F1-Score\ub294 \ubd84\ub958 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uc885\ud569\uc801\uc73c\ub85c \ud3c9\uac00\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \uc9c0\ud45c\ub85c \ub9ce\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub2e4\ub978 \uad81\uae08\ud55c \uc810\uc774 \uc788\uc73c\uba74 \uc5b8\uc81c\ub4e0\uc9c0 \ubb3c\uc5b4\ubcf4\uc138\uc694!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/mozenworld.tistory.com\/entry\/F1-%EC%A0%90%EC%88%98-%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D-%EB%AA%A8%EB%8D%B8%EC%9D%98-%EC%84%B1%EB%8A%A5%EC%9D%84-%ED%8F%89%EA%B0%80%ED%95%98%EB%8A%94-%EA%B0%95%EB%A0%A5%ED%95%9C-%EC%A7%80%ED%91%9C-Part-2 https:\/\/ai-com.tistory.com\/entry\/ML-%EB%B6%84%EB%A5%98-%EC%84%B1%EB%8A%A5-%EC%A7%80%ED%91%9C-Precision%EC%A0%95%EB%B0%80%EB%8F%84-Recall%EC%9E%AC%ED%98%84%EC%9C%A8 F1-Score\uc758 \uc815\uc758:F1-Score\ub294 \ubd84\ub958 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ub418\ub294 \uc9c0\ud45c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uc815\ud655\ub3c4(Precision)\uc640 \uc7ac\ud604\uc728(Recall)\uc758 \uc870\ud654 \ud3c9\uade0\uc744 \ub098\ud0c0\ub0b4\uba70, \ub2e4\uc74c\uacfc [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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