{"id":1813,"date":"2023-07-24T21:34:45","date_gmt":"2023-07-24T21:34:45","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84-dist-%e5%87%bd%e6%95%b0\/"},"modified":"2023-07-24T21:34:45","modified_gmt":"2023-07-24T21:34:45","slug":"r-%e4%b8%ad%e7%9a%84-dist-%e5%87%bd%e6%95%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84-dist-%e5%87%bd%e6%95%b0\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u4f7f\u7528 dist \u51fd\u6570\uff08\u9644\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R \u4e2d\u7684<strong>dist()<\/strong>\u51fd\u6570\u53ef\u7528\u4e8e\u8ba1\u7b97\u8ddd\u79bb\u77e9\u9635\uff0c\u8be5\u77e9\u9635\u663e\u793a\u77e9\u9635\u6216\u6570\u636e\u6846\u4e2d\u884c\u4e4b\u95f4\u7684\u8ddd\u79bb\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>dist(x, \u65b9\u6cd5=\u201d\u6b27\u51e0\u91cc\u5f97\u201d)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x\uff1a<\/strong>\u77e9\u9635\u6216\u6570\u636e\u5757\u7684\u540d\u79f0\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>method\uff1a<\/strong>\u8981\u4f7f\u7528\u7684\u8ddd\u79bb\u6d4b\u91cf\u3002\u9ed8\u8ba4\u503c\u4e3a\u201cEuclidean\u201d\uff0c\u4f46\u9009\u9879\u5305\u62ec\u201cmaximum\u201d\u3001\u201cmanhattan\u201d\u3001\u201ccanberra\u201d\u3001\u201cbinary\u201d\u6216\u201cminkowski\u201d\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u4ee5\u4e0b\u6570\u636e\u6846\u4f7f\u7528\u6b64\u51fd\u6570\uff1a<\/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>\u793a\u4f8b1\uff1a\u4f7f\u7528dist()\u8ba1\u7b97\u6b27\u6c0f\u8ddd\u79bb<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e24\u4e2a\u5411\u91cf A \u548c B \u4e4b\u95f4\u7684<strong>\u6b27\u6c0f\u8ddd\u79bb<\/strong>\u8ba1\u7b97\u5982\u4e0b\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b27\u6c0f\u8ddd\u79bb = \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;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u8ba1\u7b97\u8ddd\u79bb\u77e9\u9635\uff0c\u8be5\u8ddd\u79bb\u77e9\u9635\u663e\u793a R \u4e2d\u77e9\u9635\u5404\u884c\u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\uff1a<\/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;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u89e3\u91ca\u7ed3\u679c\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u7ebf a \u548c\u7ebf b \u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u4e3a<strong>4.795832<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7ebf a \u548c\u7ebf c \u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u662f<strong>10.148892<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7ebf a \u548c\u7ebf d \u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u4e3a<strong>3.872983<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7ebf b \u548c\u7ebf c \u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u4e3a<strong>6.000000<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7ebf b \u548c\u7ebf d \u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u4e3a<strong>8.124038<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7ebf c \u548c\u7ebf d \u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u662f<strong>13.190906<\/strong> \u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b2\uff1a\u4f7f\u7528dist()\u8ba1\u7b97\u6700\u5927\u8ddd\u79bb<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e24\u4e2a\u5411\u91cf A \u548c B \u4e4b\u95f4\u7684<strong>\u6700\u5927\u8ddd\u79bb<\/strong>\u8ba1\u7b97\u4e3a\u6240\u6709\u6210\u5bf9\u5143\u7d20\u4e4b\u95f4\u7684\u6700\u5927\u5dee\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u8ba1\u7b97\u8ddd\u79bb\u77e9\u9635\uff0c\u8be5\u8ddd\u79bb\u77e9\u9635\u663e\u793a R \u4e2d\u77e9\u9635\u6bcf\u884c\u4e4b\u95f4\u7684\u6700\u5927\u8ddd\u79bb\uff1a<\/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>\u793a\u4f8b 3\uff1a\u4f7f\u7528 dist() \u8ba1\u7b97\u8ddd\u582a\u57f9\u62c9\u7684\u8ddd\u79bb<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e24\u4e2a\u5411\u91cf A \u548c B \u4e4b\u95f4\u7684<strong>\u582a\u57f9\u62c9\u8ddd\u79bb<\/strong>\u8ba1\u7b97\u5982\u4e0b\uff1a<br \/><\/span><\/p>\n<p><strong><span style=\"color: #000000;\">\u8ddd\u582a\u57f9\u62c9\u7684\u8ddd\u79bb = \u03a3 |A <sub>i<\/sub> -B <sub>i<\/sub> | \/ |<sub>\u4eba\u5de5\u667a\u80fd<\/sub>| + |<sub>\u4e59<\/sub>|<\/span><\/strong><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u8ba1\u7b97\u8ddd\u79bb\u77e9\u9635\uff0c\u8be5\u8ddd\u79bb\u77e9\u9635\u663e\u793a R \u4e2d\u77e9\u9635\u6bcf\u884c\u4e4b\u95f4\u7684\u582a\u57f9\u62c9\u8ddd\u79bb\uff1a<\/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>\u793a\u4f8b4\uff1a\u4f7f\u7528dist()\u8ba1\u7b97\u4e8c\u8fdb\u5236\u8ddd\u79bb<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e24\u4e2a\u5411\u91cf A \u548c B \u4e4b\u95f4\u7684<strong>\u4e8c\u5143\u8ddd\u79bb<\/strong>\u8ba1\u7b97\u4e3a\u4e24\u4e2a\u5411\u91cf\u5171\u4eab\u5143\u7d20\u7684\u6bd4\u4f8b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u8ba1\u7b97\u8ddd\u79bb\u77e9\u9635\uff0c\u8be5\u8ddd\u79bb\u77e9\u9635\u663e\u793a R \u4e2d\u77e9\u9635\u5404\u884c\u4e4b\u95f4\u7684\u4e8c\u8fdb\u5236\u8ddd\u79bb\uff1a<\/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>\u793a\u4f8b 5\uff1a\u4f7f\u7528 dist() \u8ba1\u7b97 Minkowski \u8ddd\u79bb<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e24\u4e2a\u5411\u91cf A \u548c B \u4e4b\u95f4\u7684<strong>Minkowski \u8ddd\u79bb<\/strong>\u8ba1\u7b97\u5982\u4e0b\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95f5\u53ef\u592b\u65af\u57fa\u8ddd\u79bb = (\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;\">\u5176\u4e2d<em>i<\/em>\u662f\u6bcf\u4e2a\u5411\u91cf\u7684\u7b2c i<sup>\u4e2a<\/sup>\u5143\u7d20\uff0c <em>p<\/em>\u662f\u4e00\u4e2a\u6574\u6570\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u8ba1\u7b97\u8ddd\u79bb\u77e9\u9635\uff0c\u8be5\u8ddd\u79bb\u77e9\u9635\u663e\u793a R \u4e2d\u77e9\u9635\u6bcf\u884c\u4e4b\u95f4\u7684 Minkowski \u8ddd\u79bb\uff08\u4f7f\u7528 p=3\uff09\uff1a<\/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>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u6770\u5361\u5fb7\u76f8\u4f3c\u5ea6\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u8ba1\u7b97Jaccard\u76f8\u4f3c\u5ea6<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u4f59\u5f26\u76f8\u4f3c\u5ea6-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8ba1\u7b97R\u4e2d\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u70b9\u79ef\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8ba1\u7b97R\u4e2d\u7684\u70b9\u79ef<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R \u4e2d\u7684dist()\u51fd\u6570\u53ef\u7528\u4e8e\u8ba1\u7b97\u8ddd\u79bb\u77e9\u9635\uff0c\u8be5\u77e9\u9635\u663e\u793a\u77e9\u9635\u6216\u6570\u636e\u6846\u4e2d\u884c\u4e4b\u95f4\u7684\u8ddd\u79bb\u3002 \u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1813","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 R \u4e2d\u4f7f\u7528 dist \u51fd\u6570\uff08\u9644\u793a\u4f8b\uff09 \u2013 Statorials<\/title>\n<meta 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