{"id":838,"date":"2023-07-28T14:11:10","date_gmt":"2023-07-28T14:11:10","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8c%e1%85%a1%e1%84%8f%e1%85%a1%e1%84%83%e1%85%b3-%e1%84%8b%e1%85%b2%e1%84%89%e1%85%a1%e1%84%89%e1%85%a5%e1%86%bc-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"},"modified":"2023-07-28T14:11:10","modified_gmt":"2023-07-28T14:11:10","slug":"%e1%84%8c%e1%85%a1%e1%84%8f%e1%85%a1%e1%84%83%e1%85%b3-%e1%84%8b%e1%85%b2%e1%84%89%e1%85%a1%e1%84%89%e1%85%a5%e1%86%bc-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8c%e1%85%a1%e1%84%8f%e1%85%a1%e1%84%83%e1%85%b3-%e1%84%8b%e1%85%b2%e1%84%89%e1%85%a1%e1%84%89%e1%85%a5%e1%86%bc-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","title":{"rendered":"Python\uc5d0\uc11c jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"

<\/p>\n

\n

Jaccard \uc720\uc0ac\uc131 \uc9c0\uc218\ub294<\/a> \ub450 \ub370\uc774\ud130 \uc138\ud2b8 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uce21\uc815\ud569\ub2c8\ub2e4. \ubc94\uc704\ub294 0\uc5d0\uc11c 1\uae4c\uc9c0\uc785\ub2c8\ub2e4. \uc22b\uc790\uac00 \ub192\uc744\uc218\ub85d \ub450 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ub354 \uc720\uc0ac\ud569\ub2c8\ub2e4.<\/span><\/p>\n

Jaccard \uc720\uc0ac\uc131 \uc9c0\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n

Jaccard \uc720\uc0ac\uc131<\/strong> = (\ub450 \uc138\ud2b8\uc758 \uad00\uce21\uce58 \uc218) \/ (\ub450 \uc138\ud2b8\uc758 \uad00\uce21\uce58 \uc218)<\/span><\/p>\n

\ub610\ub294 \ud45c\uae30\ubc95 \ud615\uc2dd\uc73c\ub85c \uc791\uc131\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

J(A, B) =<\/strong> |A\u2229B| \/ |A\u222aB|<\/span><\/p>\n

\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub450 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c Jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uc608: Python\uc758 Jaccard \uc720\uc0ac\uc131<\/strong><\/span><\/h3>\n

\ub2e4\uc74c\uacfc \uac19\uc740 \ub450 \uac00\uc9c0 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n

 import<\/span> numpy as<\/span> np\n\na = [0, 1, 2, 5, 6, 8, 9]\nb = [0, 2, 3, 4, 5, 7, 9]<\/strong><\/pre>\n
 \ub450 \uc138\ud2b8 \uac04\uc758 Jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\uae30 \uc704\ud574 \ub2e4\uc74c \ud568\uc218\ub97c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 #define Jaccard Similarity function<\/span>\ndef<\/span> jaccard(list1, list2):\n    intersection = len(list(set(list1).intersection(list2)))\n    union = (len(list1) + len(list2)) - intersection\n    return<\/span> float(intersection) \/ union\n\n#find Jaccard Similarity between the two sets<\/span> \njaccard(a, b)\n\n0.4<\/strong><\/pre>\n
 \ub450 \ubaa9\ub85d \uac04\uc758 Jaccard \uc720\uc0ac\uc131\uc740 0.4<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n
 \ub450 \uc138\ud2b8\uac00 \uac12\uc744 \uacf5\uc720\ud558\uc9c0 \uc54a\uc73c\uba74 \ud568\uc218\ub294 0\uc744<\/strong> \ubc18\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 c = [0, 1, 2, 3, 4, 5]\nd = [6, 7, 8, 9, 10]\n\njaccard(c, d)\n\n0.0<\/strong><\/pre>\n
 \uadf8\ub9ac\uace0 \ub450 \uc138\ud2b8\uac00 \ub3d9\uc77c\ud558\uba74 \ud568\uc218\ub294 1\uc744<\/strong> \ubc18\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 e = [0, 1, 2, 3, 4, 5]\nf = [0, 1, 2, 3, 4, 5]\n\njaccard(e, f)\n\n1.0<\/strong><\/pre>\n
 \uc774 \ud568\uc218\ub294 \ubb38\uc790\uc5f4\uc774 \ud3ec\ud568\ub41c \uc9d1\ud569\uc5d0\ub3c4 \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 g = ['cat', 'dog', 'hippo', 'monkey']\nh = ['monkey', 'rhino', 'ostrich', 'salmon']\n\njaccard(g, h)\n\n0.142857<\/strong><\/pre>\n
 \ub610\ud55c \uc774 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub450 \uc138\ud2b8 \uc0ac\uc774\uc758 \ucc28\uc774\uc810<\/em> \uc778 Jaccard \uac70\ub9ac\ub97c<\/strong> \ucc3e\uc744 \uc218 \uc788\uc73c\uba70 1 \u2013 Jaccard \uc720\uc0ac\ub3c4\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n
 a = [0, 1, 2, 5, 6, 8, 9]\nb = [0, 2, 3, 4, 5, 7, 9]\n\n#find Jaccard distance between sets a<\/em> and b<\/em><\/span>\n1 - jaccard(a, b)\n\n0.6<\/strong><\/pre>\n
 \uad00\ub828 \ud56d\ubaa9:<\/strong> R\uc5d0\uc11c Jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/span><\/p>\n
 Jaccard \uc720\uc0ac\uc131 \uc9c0\uc218\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \uc774 Wikipedia \ud398\uc774\uc9c0\ub97c<\/a> \ucc38\uc870\ud558\uc138\uc694.<\/span><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"
Jaccard \uc720\uc0ac\uc131 \uc9c0\uc218\ub294 \ub450 \ub370\uc774\ud130 \uc138\ud2b8 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uce21\uc815\ud569\ub2c8\ub2e4. \ubc94\uc704\ub294 0\uc5d0\uc11c 1\uae4c\uc9c0\uc785\ub2c8\ub2e4. \uc22b\uc790\uac00 \ub192\uc744\uc218\ub85d \ub450 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ub354 \uc720\uc0ac\ud569\ub2c8\ub2e4. Jaccard \uc720\uc0ac\uc131 \uc9c0\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4. Jaccard \uc720\uc0ac\uc131 = (\ub450 \uc138\ud2b8\uc758 \uad00\uce21\uce58 \uc218) \/ (\ub450 \uc138\ud2b8\uc758 \uad00\uce21\uce58 \uc218) \ub610\ub294 \ud45c\uae30\ubc95 \ud615\uc2dd\uc73c\ub85c \uc791\uc131\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. J(A, B) = |A\u2229B| \/ |A\u222aB| \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub450 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-838","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"\nPython\uc5d0\uc11c Jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"Python\uc5d0\uc11c \ub450 \ub370\uc774\ud130 \uc138\ud2b8 \uac04\uc758 Jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/\u110c\u1161\u110f\u1161\u1103\u1173-\u110b\u1172\u1109\u1161\u1109\u1165\u11bc-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\uc5d0\uc11c Jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - 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