{"id":1811,"date":"2023-07-24T21:34:45","date_gmt":"2023-07-24T21:34:45","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-dist-%e1%84%92%e1%85%a1%e1%86%b7%e1%84%89%e1%85%ae\/"},"modified":"2023-07-24T21:34:45","modified_gmt":"2023-07-24T21:34:45","slug":"r%e1%84%8b%e1%85%b4-dist-%e1%84%92%e1%85%a1%e1%86%b7%e1%84%89%e1%85%ae","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-dist-%e1%84%92%e1%85%a1%e1%86%b7%e1%84%89%e1%85%ae\/","title":{"rendered":"R\uc5d0\uc11c dist \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R\uc758 <strong>dist()<\/strong> \ud568\uc218\ub294 \ud589\ub82c\uc774\ub098 \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \ud589 \uc0ac\uc774\uc758 \uac70\ub9ac\ub97c \ud45c\uc2dc\ud558\ub294 \uac70\ub9ac \ud589\ub82c\uc744 \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud568\uc218\ub294 \ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>dist(x, method=\u201d\uc720\ud074\ub9ac\ub4dc\u201d)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \ud589\ub82c \ub610\ub294 \ub370\uc774\ud130 \ube14\ub85d\uc758 \uc774\ub984\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ubc29\ubc95:<\/strong> \uc0ac\uc6a9\ud560 \uac70\ub9ac \uce21\uc815\uc785\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 &#8220;Euclidean&#8221;\uc774\uc9c0\ub9cc \uc635\uc158\uc5d0\ub294 &#8220;maximum&#8221;, &#8220;manhattan&#8221;, &#8220;canberra&#8221;, &#8220;binary&#8221; \ub610\ub294 &#8220;minkowski&#8221;\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ub2e4\uc74c \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0\uc11c \uc2e4\uc81c\ub85c \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define four vectors\n<\/span>a &lt;- c(2, 4, 4, 6)\nb &lt;- c(5, 5, 7, 8)\nc &lt;- c(9, 9, 9, 8)\nd &lt;- c(1, 2, 3, 3)\n\n<span style=\"color: #008080;\">#row bind four vectors into matrix\n<\/span>mat &lt;- rbind(a, b, c, d)\n\n<span style=\"color: #008080;\">#view matrix\n<\/span>mast\n\n  [,1] [,2] [,3] [,4]\na 2 4 4 6\nb 5 5 7 8\nc 9 9 9 8\nd 1 2 3 3<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc81c 1: dist()\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub450 \ubca1\ud130 A\uc640 B \uc0ac\uc774\uc758 <strong>\uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294<\/strong> \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc720\ud074\ub9ac\ub4dc \uac70\ub9ac = \u221a <span style=\"border-top: 1px solid black;\">\u03a3(A <sub>i<\/sub> -B <sub>i<\/sub> ) <sup>2<\/sup><\/span><\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc5d0\uc11c \ud589\ub82c\uc758 \uac01 \ud589 \uc0ac\uc774\uc758 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub97c \ubcf4\uc5ec\uc8fc\ub294 \uac70\ub9ac \ud589\ub82c\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate Euclidean distance between each row in matrix\n<\/span>dist(mat)\n\n          ABC\nb4.795832                    \nc 10.148892 6.000000          \nd 3.872983 8.124038 13.190906\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc120 a\uc640 \uc120 b \uc0ac\uc774\uc758 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294 <strong>4.795832<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc120 a\uc640 \uc120 c \uc0ac\uc774\uc758 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294 <strong>10.148892<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc120 a\uc640 \uc120 d \uc0ac\uc774\uc758 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294 <strong>3.872983<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc120 b\uc640 \uc120 c \uc0ac\uc774\uc758 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294 <strong>6.000000<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc120 b\uc640 \uc120 d \uc0ac\uc774\uc758 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294 <strong>8.124038<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc120 c\uc640 \uc120 d \uc0ac\uc774\uc758 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294 <strong>13.190906<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 2: dist()\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\ub300 \uac70\ub9ac \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub450 \ubca1\ud130 A\uc640 B \uc0ac\uc774\uc758 <strong>\ucd5c\ub300 \uac70\ub9ac\ub294<\/strong> \ubaa8\ub4e0 \uc30d \uc694\uc18c \uac04\uc758 \ucd5c\ub300 \ucc28\uc774\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc5d0\uc11c \ud589\ub82c\uc758 \uac01 \ud589 \uc0ac\uc774\uc758 \ucd5c\ub300 \uac70\ub9ac\ub97c \ud45c\uc2dc\ud558\ub294 \uac70\ub9ac \ud589\ub82c\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate Maximum distance between each row in matrix\n<\/span>dist(mat, method=\" <span style=\"color: #ff0000;\">maximum<\/span> \")\n\n  ABC\nb 3    \nc 7 4  \nd 3 5 8<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc81c 3: dist()\ub97c \uc0ac\uc6a9\ud558\uc5ec \uce94\ubc84\ub77c\ub85c\ubd80\ud130\uc758 \uac70\ub9ac \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub450 \ubca1\ud130 A\uc640 B \uc0ac\uc774\uc758 <strong>\uce94\ubc84\ub77c \uac70\ub9ac\ub294<\/strong> \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<br \/><\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">\uce94\ubc84\ub77c\uc5d0\uc11c\uc758 \uac70\ub9ac = \u03a3 |A <sub>i<\/sub> -B <sub>i<\/sub> | \/ | <sub>AI<\/sub> | + | <sub>\ube44\uc81c<\/sub> |<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc5d0\uc11c \ud589\ub82c\uc758 \uac01 \ud589 \uc0ac\uc774\uc758 \uce94\ubc84\ub77c \uac70\ub9ac\ub97c \ubcf4\uc5ec\uc8fc\ub294 \uac70\ub9ac \ud589\ub82c\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate Canberra distance between each row in matrix\n<\/span>dist(mat, method=\" <span style=\"color: #ff0000;\">canberra<\/span> \")\n\n          ABC\nb 0.9552670                    \nc 1.5484515 0.6964286          \nd 1.1428571 1.9497835 2.3909091<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc81c 4: dist()\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\uc9c4 \uac70\ub9ac \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub450 \ubca1\ud130 A\uc640 B \uc0ac\uc774\uc758 <strong>\uc774\uc9c4 \uac70\ub9ac\ub294<\/strong> \ub450 \ubca1\ud130\uac00 \uacf5\uc720\ud558\ub294 \uc694\uc18c\uc758 \ube44\uc728\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc5d0\uc11c \ud589\ub82c\uc758 \uac01 \ud589 \uc0ac\uc774\uc758 \uc774\uc9c4 \uac70\ub9ac\ub97c \ubcf4\uc5ec\uc8fc\ub294 \uac70\ub9ac \ud589\ub82c\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate Binary distance between each row in matrix\n<\/span>dist(mat, method=\" <span style=\"color: #ff0000;\">binary<\/span> \")\n\n  ABC\nb 0    \nc 0 0  \nd 0 0 0<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc81c 5: dist()\ub97c \uc0ac\uc6a9\ud558\uc5ec Minkowski \uac70\ub9ac \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub450 \ubca1\ud130 A\uc640 B \uc0ac\uc774\uc758 <strong>\ubbfc\ucf54\ud504\uc2a4\ud0a4 \uac70\ub9ac\ub294<\/strong> \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ubbfc\ucf54\ud504\uc2a4\ud0a4 \uac70\ub9ac = (\u03a3|a <sub>i<\/sub> \u2013 b <sub>i<\/sub> | <sup>p<\/sup> ) <sup>1\/p<\/sup><\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc5ec\uae30\uc11c <em>i<\/em> \ub294 \uac01 \ubca1\ud130\uc758 i <sup>\ubc88\uc9f8<\/sup> \uc694\uc18c\uc774\uace0 <em>p<\/em> \ub294 \uc815\uc218\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc5d0\uc11c \ud589\ub82c\uc758 \uac01 \ud589 \uc0ac\uc774\uc758 Minkowski \uac70\ub9ac(p=3 \uc0ac\uc6a9)\ub97c \ud45c\uc2dc\ud558\ub294 \uac70\ub9ac \ud589\ub82c\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate Minkowski distance between each row in matrix\n<\/span>dist(mat, method=\" <span style=\"color: #ff0000;\">minkowski<\/span> \", p= <span style=\"color: #008000;\">3<\/span> )\n\n          ABC\nb 3.979057                    \nc 8.439010 5.142563          \nd 3.332222 6.542133 10.614765<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u110c\u1161\u110f\u1161\u1103\u1173-\u110b\u1172\u1109\u1161\u1109\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c Jaccard \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110f\u1169\u1109\u1161\u110b\u1175\u11ab-\u110b\u1172\u1109\u1161\u1109\u1165\u11bc-r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1102\u1162\u110c\u1165\u11a8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub0b4\uc801\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\uc758 dist() \ud568\uc218\ub294 \ud589\ub82c\uc774\ub098 \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \ud589 \uc0ac\uc774\uc758 \uac70\ub9ac\ub97c \ud45c\uc2dc\ud558\ub294 \uac70\ub9ac \ud589\ub82c\uc744 \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud568\uc218\ub294 \ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. dist(x, method=\u201d\uc720\ud074\ub9ac\ub4dc\u201d) \uae08: x: \ud589\ub82c \ub610\ub294 \ub370\uc774\ud130 \ube14\ub85d\uc758 \uc774\ub984\uc785\ub2c8\ub2e4. \ubc29\ubc95: \uc0ac\uc6a9\ud560 \uac70\ub9ac \uce21\uc815\uc785\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 &#8220;Euclidean&#8221;\uc774\uc9c0\ub9cc \uc635\uc158\uc5d0\ub294 &#8220;maximum&#8221;, &#8220;manhattan&#8221;, &#8220;canberra&#8221;, &#8220;binary&#8221; \ub610\ub294 &#8220;minkowski&#8221;\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ub2e4\uc74c \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0\uc11c \uc2e4\uc81c\ub85c \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 [&hellip;]<\/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-1811","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R\uc5d0\uc11c dist \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 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