{"id":57490,"date":"2024-06-16T19:22:32","date_gmt":"2024-06-16T11:22:32","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=57490"},"modified":"2024-06-16T19:22:32","modified_gmt":"2024-06-16T11:22:32","slug":"%e7%94%9f%e4%bf%a1%e5%a4%a7%e6%9d%80%e5%99%a8%e4%b9%8b%e7%a5%9e%e5%a5%87%e7%9a%84%e8%b4%9d%e5%8f%b6%e6%96%af%e7%bd%91%e7%bb%9c%ef%bc%886%ef%bc%89","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=57490","title":{"rendered":"\u751f\u4fe1\u5927\u6740\u5668\u4e4b\u795e\u5947\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff086\uff09"},"content":{"rendered":"


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\n<\/title><br \/>\n<meta charset=\"utf-8\"><br \/>\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,maximum-scale=1.0,user-scalable=0,viewport-fit=cover\"><\/p>\n<style>\n*{margin:0;padding:0}html{-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%;line-height:1.6}img{z-index:999;position:relative;max-width:100%;margin:10px 0;}body{letter-spacing:.034em}h1,h2,h3,h4,h5,h6{font-weight:400;font-size:16px}a{color:#576b95;text-decoration:none;-webkit-tap-highlight-color:rgba(0,0,0,0)}td,th{word-wrap:break-word;padding:5px 10px;border:1px solid #DDD;}table{margin-bottom:10px;border-collapse:collapse;display:table;width:100%!important;}.appmsg_skin_default .rich_media_area_primary{background-color:#fff}.appmsg_skin_default .rich_media_area_primary .weui-loadmore_line .weui-loadmore__tips{background-color:#fff}.rich_media_area_primary{padding:20px 16px 12px;background-color:#fafafa}@media (max-width:375px){.rich_media_area_primary{padding:20px 60px 15px 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#33ab01;margin-right:5px;}.ad{text-decoration:none;color:#d6d4d4;font-size:12px;}.msgBodyReply{padding-top:5px;}.userName span{float:right;color:#afafaf;font-size:14px;}code{text-align:left;font-size:14px;display:block;white-space:pre;display:-webkit-box;display:-webkit-flex;display:flex;position:relative;}.code-snippet__fix{font-size:14px;margin:10px 0;display:block;color:#333;position:relative;background-color:rgba(0,0,0,0.03);border:1px solid #f0f0f0;border-radius:2px;display:-webkit-box;display:-webkit-flex;display:flex;padding-left:25px;line-height:26px}.code-snippet__fix code{text-align:left;font-size:14px;display:block;white-space:pre;display:-webkit-box;display:-webkit-flex;display:flex;position:relative;font-family:Consolas,\"Liberation 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0;align-items:center}.flex_bd{padding-left:14px;}.account_nickname{display:inline-block;vertical-align:middle;line-height:1.2;color:#576b95;font-size:14px}.account_desc{overflow:hidden;text-overflow:ellipsis;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:1;color:rgba(0,0,0,0.3);font-size:14px;line-height:1.2;padding-top:.4em}.msg_source_url{text-align:left;word-break:break-all;margin-top:20px;}.msg_source_url a{padding-right:10px;}.msg_source_url .url_text{color:#a8a8a8;}.video-desc{font-size:14px;margin-top:15px;color:#6c6c6c;}.msg_source_url{text-align:left;}.original_primary_card_tips{color:rgba(0,0,0,0.3);line-height:1.4;font-size:15px;}.weui-flex__item{margin-bottom:20px;padding:20px 16px;margin-top:16px;line-height:1.4;align-items:center;background-color:#f7f7f7;border-radius:8px;position:relative;}.original_primary_desc{color:rgba(0,0,0,0.5);font-size:14px;padding-top:4px;width:auto;overflow:hidden;text-overflow:ellipsis;}.msgBodyReplyList{border-top:1px solid #e1e1e1;margin-top:10px;}.msgBodyReplyListTop{border-top:0;}.reply_like_num{float:right;font-size:14px;color:#c7c7c7;}.msgData{margin-top:20px;color:#626262;}.msgData span{font-size:14px;padding-right:15px;}.msgData .likes{float:right;padding-right:0;}.js_text_content p{font-size:18px;}.rich_media_meta_link{font-size:15px;}blockquote {padding-left: 10px;border-left: 3px solid #dbdbdb;color: rgba(0,0,0,0.5);font-size: 15px;padding-top: 4px;margin: 1em 0;}.video_iframe{width:500px;height:400px;}.blockquote_info{color:#b5b5b5;margin-top:10px;}#copyright_logo{color:#bdbdbd;}.rich_media_meta_list{margin-bottom:10px;}.reprint{background:#efefef;border-radius:5px;padding:8px;color:#1f1f1f;}.reprint a{word-break:break-all;}.topic{color:#8e8e8e;background:#f7f7f7;border-radius:5px;padding:10px 8px;}.topic a{padding-right:5px;}.topic p{margin-bottom:5px;}\n<\/style>\n<link href=\"https:\/\/www.juyifx.cn\/config\/css\/wxArticle.css\" rel=\"stylesheet\"\/>\n<\/head><script>\nvar 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onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxQW8Zek7Noib2uBhB3ZE3yMxI2Hfic7cGTdPYiacicg47jficdr5BVr0Gd7iaumIGMiaia97aHFV15nrpdzw\/640?wx_fmt=png&from=appmsg'\" data-type=\"png\" data-w=\"900\" style=\"\" data-recalc-dims=\"1\"><\/p>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u54c8\u55bd\uff0c\u5c0f\u679c\u53c8\u548c\u5927\u5bb6\u89c1\u9762\u5566\uff0c\u7ecf\u8fc7\u524d\u97625\u7ae0\u7684\u5b66\u4e60\uff0c\u4e0d\u77e5\u9053\u5927\u5bb6\u6709\u6ca1\u6709\u638c\u63e1\u8d1d\u53f6\u65af\u7f51\u7edc\u8fd9\u4e00\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u5462\uff0c\u5176\u5728\u751f\u7269\u4fe1\u606f\u5b66\u4e0a\u7684\u5e94\u7528\u662f\u975e\u5e38\u5173\u952e\u7684\uff0c\u4eca\u5929\uff0c\u5c0f\u679c\u5c31\u5e26\u5927\u5bb6\u4ee5\u4e00\u4e2a\u5207\u5b9e\u7684\u4f8b\u5b50\u6765\u8fdb\u884c\u4e00\u904d\u5b8c\u6574\u7684\u590d\u4e60\uff01<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u5c0f\u679c\u9009\u53d6\u7684\u6570\u636e\u96c6\u6765\u81ea\u4e8e\u5f00\u653e\u6570\u636e\u96c6GEO\uff0c\u6807\u9898\u4e3a\u538c\u6c27-\u6709\u6c27\u8f6c\u53d8\u540e\u5927\u80a0\u6746\u83cc\u7684RNA-Seq\uff0c\u6e90\u4e8e von Wulffen \u7b49\u4eba\u7684\u7814\u7a76\uff0c\u7814\u7a76\u4e86\u5927\u80a0\u6746\u83cc\uff08E. coli\uff09\u5728\u4ece\u538c\u6c27\u6761\u4ef6\u8f6c\u53d8\u4e3a\u597d\u6c27\u6761\u4ef6\u65f6\u7684\u57fa\u56e0\u8868\u8fbe\u53d8\u5316\uff0c\u7814\u7a76\u4f7f\u7528\u5927\u80a0\u6746\u83ccK12\u83cc\u682aW3110\u3002\u5c06\u7ec6\u80de\u5728pH7\u548c37\u00b0C\u7684\u5b9a\u4e49\u57f9\u517b\u57fa\u4e2d\u5728\u6405\u62cc\u76843\u5347\u751f\u7269\u53cd\u5e94\u5668\u4e2d\u538c\u6c27\u751f\u957f\uff0c\u76f4\u5230\u57f9\u517b\u7269\u8fbe\u5230600\u7684OD\uff083nm\uff09\u3002\u6b64\u65f6\u62bd\u53d6\u7b2c\u4e00\u4e2a\u6837\u54c1\uff0c\u968f\u540e\u5728\u66dd\u6c14\u5f00\u59cb\u540e1.0\u30015\u30011\u30012\u548c5\u5206\u949f\u4ee510l\/min\u5f00\u59cb\u66dd\u6c14\uff0c\u62bd\u53d6\u5176\u4ed6\u6837\u54c1\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u5c0f\u679c\u5c06\u5e26\u5927\u5bb6\u5b66\u4e60\u5728\u53d8\u91cf\u5168\u662f\u8fde\u7eed\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u8be5\u600e\u4e48\u901a\u8fc7\u8d1d\u53f6\u65af\u7f51\u7edc\u5efa\u6a21\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u7b80\u5355\u6765\u8bf4\uff0c\u73b0\u5728\u6709\u540d\uff08\u7b80\u8bb0\uff09\u4e3aa\u3001b\u3001c\u7684\u4e09\u4e2aRNA\u57fa\u56e0\u7684\u8868\u8fbe\u72b6\u51b5\uff0c\u6bcf\u4e00\u4e2a\u90fd\u5206\u522b\u8bb0\u5f55\u4e86\u57286\u4e2a\u65f6\u523b\u4e0b\u7684\u4e0d\u540c\u8868\u73b0\uff0c\u5728\u4eca\u5929\u7684\u5b66\u4e60\u4e2d\uff0c\u5c0f\u679c\u5c06\u5e26\u5927\u5bb6\u5e94\u7528\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u77e5\u8bc6\uff0c\u63a2\u7d22RNA\u57fa\u56e0\u7684\u5185\u5728\u7ed3\u6784\uff0c\u4e5f\u5c31\u662f\u4e09\u4e2a\u57fa\u56e0\u6709\u65e0\u76f8\u4e92\u5173\u8054\uff0c\u5e76\u7ed9\u51fa\u4e00\u4e2a\u7b80\u5355\u7684\u6a21\u578b\uff0c\u901a\u8fc7\u8be5\u6a21\u578b\uff0c\u8fd8\u53ef\u4ee5\u5e94\u7528\u5176\u4ed6\u57fa\u56e0\u6765\u9884\u6d4b\u6211\u4eec\u6240\u9700\u8981\u7684\u57fa\u56e0\u8868\u8fbe\u3002<\/span><\/section>\n<h1 style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u5bfc\u5165R\u5305<br \/>\n  <\/span><\/h1>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u8f7d\u5165\u9700\u8981\u7684\u76f8\u5e94R\u5305\uff0c\u5176\u4e2dedgeR\u7528\u6765\u521b\u5efa\u6240\u9700\u8981\u7684\u57fa\u56e0\u6570\u636e\u6846\uff0cbnlearn\u7528\u6765\u8fdb\u884c\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u5b66\u4e60\u548c\u9884\u6d4b<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"bash\"><code><span class=\"code-snippet_outer\">1.<span class=\"code-snippet__comment\"># \u52a0\u8f7d\u6240\u9700\u7684R\u5305 <\/span><\/span><\/code><code><span class=\"code-snippet_outer\">2.library(edgeR) <\/span><\/code><code><span class=\"code-snippet_outer\">3.library(bnlearn) <\/span><\/code><code><span class=\"code-snippet_outer\">\u52a0\u8f7d\u6570\u636e<\/span><\/code><code><span class=\"code-snippet_outer\"> <\/span><\/code><code><span class=\"code-snippet_outer\">\u73b0\u5728\u6211\u4eec\u5f00\u59cb\u52a0\u8f7d\u9700\u8981\u7684\u6570\u636e\uff0c\u901a\u8fc7read_excel\uff08\uff09\u51fd\u6570\u8bfb\u53d6\u76f8\u5e94\u7684xlsx\u6587\u4ef6<\/span><\/code><code><span class=\"code-snippet_outer\">1.<span class=\"code-snippet__comment\"># \u52a0\u8f7d\u6570\u636e <\/span><\/span><\/code><code><span class=\"code-snippet_outer\">2.<span class=\"code-snippet__comment\"># \u4f7f\u7528readxl\u5305\u4e2d\u7684read_excel\u51fd\u6570\u8bfb\u53d6Excel\u6587\u4ef6\u4e2d\u7684\u6570\u636e\uff0c\u6587\u4ef6\u8def\u5f84\u9700\u8981\u6839\u636e\u4f60\u7684\u5b9e\u9645\u60c5\u51b5\u4fee\u6539\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">3.wulffenTable <- read_excel(<span class=\"code-snippet__string\">\"C:\/Users\/17240\/Desktop\/GSE71562_E14R012_raw_counts.xlsx\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\">4.<span class=\"code-snippet__comment\"># \u663e\u793a\u6570\u636e\u7684\u524d\u51e0\u884c <\/span><\/span><\/code><code><span class=\"code-snippet_outer\">5.head(wulffenTable) <\/span><\/code><code><span class=\"code-snippet_outer\">6. <\/span><\/code><code><span class=\"code-snippet_outer\">7.<span class=\"code-snippet__comment\"># \u9009\u62e9\u9700\u8981\u5206\u6790\u7684\u6570\u636e\uff0c\u8fd9\u91cc\u9009\u62e9\u4e86\u7b2c2\u523019\u5217\u7684\u6570\u636e <\/span><\/span><\/code><code><span class=\"code-snippet_outer\">8.X = wulffenTable[2:19] <\/span><\/code><code><span class=\"code-snippet_outer\">9.colnames(X)<-c(<span class=\"code-snippet__string\">\"at0\"<\/span>,<span class=\"code-snippet__string\">\"at0.5\"<\/span>,<span class=\"code-snippet__string\">\"at1\"<\/span>,<span class=\"code-snippet__string\">\"at2\"<\/span>,<span class=\"code-snippet__string\">\"at5\"<\/span>,<span class=\"code-snippet__string\">\"at10\"<\/span>,<span class=\"code-snippet__string\">\"bt0\"<\/span>,<span class=\"code-snippet__string\">\"bt0.5\"<\/span>,<span class=\"code-snippet__string\">\"bt1\"<\/span>,<span class=\"code-snippet__string\">\"bt2\"<\/span>,<span class=\"code-snippet__string\">\"bt5\"<\/span>,<span class=\"code-snippet__string\">\"bt10\"<\/span>,<span class=\"code-snippet__string\">\"ct0\"<\/span>,<span class=\"code-snippet__string\">\"ct0.5\"<\/span>,<span class=\"code-snippet__string\">\"ct1\"<\/span>,<span class=\"code-snippet__string\">\"ct2\"<\/span>,<span class=\"code-snippet__string\">\"ct5\"<\/span>,<span class=\"code-snippet__string\">\"ct10\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017224\" data-ratio=\"0.23333333333333334\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2024-03-07_\u300c\u8f6c\u300d\u751f\u4fe1\u5927\u6740\u5668\u4e4b\u795e\u5947\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff086\uff09\/2_WMmqY8ELiakW7ANPDJJWs7wlWwpRyg.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyHR4riaCahGmyytmrI7IpU0YcJZJ3RDvvia9exIrPlvWhGGnsWMmqY8ELiakW7ANPDJJWs7wlWwpRyg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" height=\"129.39999389648438\" width=\"553.739990234375\" \/><\/section>\n<h1 style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u6839\u636e\u5148\u9a8c\u77e5\u8bc6\u9884\u8bbe\u8d1d\u53f6\u65af\u7f51\u7edc\u7ed3\u6784<br \/>\n  <\/span><\/h1>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u6211\u4eec\u53ef\u4ee5\u6839\u636e\u5148\u9a8c\u77e5\u8bc6\u6765\u9884\u8bbe\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u7ed3\u6784\uff0c\u4f8b\u5982\u6211\u4eec\u77e5\u9053\u5728\u540c\u4e00\u57fa\u56e0\u4f8b\u5982a\u7684\u60c5\u51b5\u4e0b\uff0ct0\u65f6\u523b\u5e94\u4e3at0.5\u65f6\u523b\u7684predictor\u800c\u4e0d\u662f\u76f8\u53cd\uff0c\u540c\u7406t0.5\u56e0\u4e3at1\u65f6\u523b\u7684predictor\u2026\uff0c\u5728\u8fd9\u79cd\u6761\u4ef6\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u4e00\u6b65\u7b80\u5316\u6a21\u578b\uff0c\u8ba4\u4e3a\u57fa\u56e0\u968f\u7740\u65f6\u95f4\u7684\u53d8\u6362\u5177\u6709\u4e00\u9636\u9a6c\u5c14\u53ef\u592b\u5173\u7cfb\uff0c\u4e5f\u5c31\u662f\u8bf4:<\/span><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017220\" data-ratio=\"0.14201183431952663\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_2geuVnx0jj0HhkQHlR9Hvqct2AibRQ.jpg?resize=168%2C23\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAyHR4riaCahGmyytmrI7IpU0W4fPzBiccMFGJaFVibog7UCo8gU2geuVnx0jj0HhkQHlR9Hvqct2AibRQ\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"169\" height=\"23 .0\" width=\"168 .0\" data-recalc-dims=\"1\" \/><span style=\"font-size: 16px;letter-spacing: 1px;\">.\u6839\u636e\u8fd9\u4e2a\u6761\u4ef6\uff0c\u6211\u4eec\u53ef\u4ee5\u9884\u8bbe\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u7ed3\u6784\uff1a<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"cs\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">1.<\/span><span class=\"code-snippet__meta\">#\u6211\u4eec\u5df2\u77e5\u57fa\u56e0\u8868\u8fbe\u7684\u65f6\u95f4\u987a\u5e8f\uff0c\u6545\u53ef\u4ee5\u9884\u8bbe\u9a6c\u5c14\u53ef\u592b\u6761\u4ef6\u5173\u7cfb <\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">2.<\/span>w=data.frame(<span class=\"code-snippet__keyword\">from<\/span>=c(<span class=\"code-snippet__string\">\"at0\"<\/span>,<span class=\"code-snippet__string\">\"at0.5\"<\/span>,<span class=\"code-snippet__string\">\"at1\"<\/span>,<span class=\"code-snippet__string\">\"at2\"<\/span>,<span class=\"code-snippet__string\">\"at5\"<\/span>,<span class=\"code-snippet__string\">\"bt0\"<\/span>,<span class=\"code-snippet__string\">\"bt0.5\"<\/span>,<span class=\"code-snippet__string\">\"bt1\"<\/span>,<span class=\"code-snippet__string\">\"bt2\"<\/span>,<span class=\"code-snippet__string\">\"bt5\"<\/span>,<span class=\"code-snippet__string\">\"ct0\"<\/span>,<span class=\"code-snippet__string\">\"ct0.5\"<\/span>,<span class=\"code-snippet__string\">\"ct1\"<\/span>,<span class=\"code-snippet__string\">\"ct2\"<\/span>,<span class=\"code-snippet__string\">\"ct5\"<\/span>), <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">3.<\/span> to=c(<span class=\"code-snippet__string\">\"at0.5\"<\/span>,<span class=\"code-snippet__string\">\"at1\"<\/span>,<span class=\"code-snippet__string\">\"at2\"<\/span>,<span class=\"code-snippet__string\">\"at5\"<\/span>,<span class=\"code-snippet__string\">\"at10\"<\/span>,<span class=\"code-snippet__string\">\"bt0.5\"<\/span>,<span class=\"code-snippet__string\">\"bt1\"<\/span>,<span class=\"code-snippet__string\">\"bt2\"<\/span>,<span class=\"code-snippet__string\">\"bt5\"<\/span>,<span class=\"code-snippet__string\">\"bt10\"<\/span>,<span class=\"code-snippet__string\">\"ct0.5\"<\/span>,<span class=\"code-snippet__string\">\"ct1\"<\/span>,<span class=\"code-snippet__string\">\"ct2\"<\/span>,<span class=\"code-snippet__string\">\"ct5\"<\/span>,<span class=\"code-snippet__string\">\"ct10\"<\/span>))<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"> <\/span><\/section>\n<h1 style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u521b\u5efa\u8d1d\u53f6\u65af\u7f51\u7edc\u5e76\u8c03\u6574<br \/>\n  <\/span><\/h1>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u73b0\u5728\uff0c\u6211\u4eec\u5f00\u59cb\u6b63\u5f0f\u5730\u901a\u8fc7\u6570\u636e\u5b66\u4e60\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u7ed3\u6784\uff0c\u5e38\u7528\u5730\uff0c\u8fd9\u91cc\u6211\u4eec\u9009\u7528bnlearn\u4e2d\u7684gs()\u51fd\u6570\u8fdb\u884c\u5b66\u4e60\uff0c\u8be5\u51fd\u6570\u91c7\u7528\u7684\u662f\u8d2a\u5a6a\u7b97\u6cd5\uff0c\u8d2a\u5a6a\u7b97\u6cd5\u5728\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u6784\u5efa\u8fc7\u7a0b\u4e2d\u88ab\u5e7f\u6cdb\u5e94\u7528\uff0c\u7528\u4e8e\u9010\u6b65\u9009\u62e9\u5408\u9002\u7684\u53d8\u91cf\u987a\u5e8f\uff0c\u4ee5\u4fbf\u9010\u6b65\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u3002\u8d2a\u5a6a\u7b97\u6cd5\u7684\u6838\u5fc3\u601d\u60f3\u662f\u6bcf\u6b21\u9009\u62e9\u6700\u4f73\u7684\u53d8\u91cf\u6765\u6784\u5efa\u7f51\u7edc\uff0c\u4ee5\u6700\u5c0f\u5316\u67d0\u79cd\u51c6\u5219\uff08\u5982\u4fe1\u606f\u51c6\u5219\u3001\u4f3c\u7136\u51fd\u6570\u7b49\uff09\u7684\u503c\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u4e0b\u9762\u662f\u8d1d\u53f6\u65af\u7f51\u7edc\u4e2d\u7684\u8d2a\u5a6a\u7b97\u6cd5\u7684\u4e00\u822c\u6b65\u9aa4\uff1a<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">1.\u9009\u62e9\u8d77\u59cb\u8282\u70b9\uff1a\u7b97\u6cd5\u4ece\u4e00\u4e2a\u7a7a\u7f51\u7edc\u5f00\u59cb\uff0c\u9009\u62e9\u4e00\u4e2a\u53d8\u91cf\u4f5c\u4e3a\u8d77\u59cb\u8282\u70b9\uff0c\u53ef\u4ee5\u662f\u6839\u636e\u9886\u57df\u77e5\u8bc6\u6216\u968f\u673a\u9009\u62e9\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">2.\u9010\u6b65\u6dfb\u52a0\u53d8\u91cf\uff1a\u7b97\u6cd5\u6839\u636e\u4e00\u5b9a\u7684\u8bc4\u4ef7\u51c6\u5219\uff0c\u9010\u6b65\u6dfb\u52a0\u5176\u4ed6\u53d8\u91cf\u5230\u7f51\u7edc\u4e2d\u3002\u5728\u6bcf\u4e00\u6b65\u4e2d\uff0c\u9009\u62e9\u4e00\u4e2a\u672a\u52a0\u5165\u7f51\u7edc\u7684\u53d8\u91cf\uff0c\u5c06\u5176\u6dfb\u52a0\u5230\u7f51\u7edc\u4e2d\uff0c\u5e76\u4e0e\u5df2\u5b58\u5728\u7684\u53d8\u91cf\u5efa\u7acb\u6982\u7387\u4f9d\u8d56\u5173\u7cfb\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">3.\u9009\u62e9\u4f9d\u8d56\u5173\u7cfb\uff1a\u5728\u6bcf\u6b21\u6dfb\u52a0\u65b0\u53d8\u91cf\u65f6\uff0c\u7b97\u6cd5\u9700\u8981\u786e\u5b9a\u8be5\u53d8\u91cf\u4e0e\u54ea\u4e9b\u5df2\u5b58\u5728\u7684\u53d8\u91cf\u4e4b\u95f4\u5efa\u7acb\u6982\u7387\u4f9d\u8d56\u5173\u7cfb\u3002\u8fd9\u901a\u5e38\u6d89\u53ca\u8bc4\u4f30\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff0c\u4ee5\u53ca\u4f7f\u7528\u7edf\u8ba1\u65b9\u6cd5\u4f30\u8ba1\u6982\u7387\u5206\u5e03\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">4.\u8bc4\u4ef7\u7f51\u7edc\u7ed3\u6784\uff1a\u5728\u6bcf\u6b21\u6dfb\u52a0\u53d8\u91cf\u540e\uff0c\u4f7f\u7528\u67d0\u79cd\u8bc4\u4ef7\u51c6\u5219\u6765\u5ea6\u91cf\u5f53\u524d\u7f51\u7edc\u7ed3\u6784\u7684\u597d\u574f\u3002\u5e38\u7528\u7684\u8bc4\u4ef7\u51c6\u5219\u5305\u62ec\u8d1d\u53f6\u65af\u4fe1\u606f\u51c6\u5219\uff08BIC\uff09\u3001\u6700\u5927\u4f3c\u7136\u4f30\u8ba1\uff08MLE\uff09\u7b49\u3002\u7b97\u6cd5\u4f1a\u5c1d\u8bd5\u4e0d\u540c\u7684\u53d8\u91cf\u987a\u5e8f\u548c\u4f9d\u8d56\u5173\u7cfb\u6765\u4f18\u5316\u8fd9\u4e9b\u51c6\u5219\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">5.\u8fed\u4ee3\u4f18\u5316\uff1a\u91cd\u590d\u6b65\u9aa42\u5230\u6b65\u9aa44\uff0c\u76f4\u5230\u6ee1\u8db3\u4e00\u5b9a\u7684\u7ec8\u6b62\u6761\u4ef6\uff0c\u4f8b\u5982\u7f51\u7edc\u7ed3\u6784\u4e0d\u518d\u53d1\u751f\u6539\u53d8\u6216\u8fbe\u5230\u9884\u5b9a\u7684\u53d8\u91cf\u6570\u91cf\u3002    <\/span><span style=\"font-size: 16px;letter-spacing: 1px;\">        <\/span><o:p style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"> <\/span><\/o:p><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\"><code><span class=\"code-snippet_outer\">1.pdag = gs(X,whitelist = w) <\/span><\/code><code><span class=\"code-snippet_outer\">2.pdag <\/span><\/code><code><span class=\"code-snippet_outer\">3.pp = graphviz.plot(pdag)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017222\" data-ratio=\"0.993717277486911\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_90X2KhB6u59U81d0y4XwPYwic4FN2g.png?resize=511%2C508\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyHR4riaCahGmyytmrI7IpU06Pp49p4ZGIicmCu372F7xB6Oo290X2KhB6u59U81d0y4XwPYwic4FN2g\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"955\" height=\"508 .23004150390625\" width=\"511 .44000244140625\" data-recalc-dims=\"1\" \/><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u4e0a\u56fe\u5c31\u662f\u6211\u4eec\u5b66\u4e60\u5230\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\u7ed3\u6784\uff0c\u4f46\u662f\u5c0f\u4f19\u4f34\u4eec\u6709\u6ca1\u6709\u6ce8\u610f\u5230\uff0cbt0.5\u5728ct0\u4e0a\u9762\uff0c\u6839\u636e\u6211\u4eec\u7684\u5e38\u8bc6\uff0c\u4e00\u4e2a\u57280.5\u65f6\u523b\u7684\u53d8\u91cf\u662f\u4e0d\u4f1a\u51fa\u73b0\u57280\u65f6\u523b\u4e4b\u4e0a\u7684\uff0c\u6240\u4ee5\u76f8\u5e94\u7684\uff0c\u6211\u4eec\u9700\u8981\u505a\u51fa\u4e00\u5b9a\u7684\u4fee\u6539\uff0c\u5728gs\u65b9\u6cd5\u4e2d\u52a0\u5165\u9ed1\u540d\u5355\uff0c\u5c4f\u853dbt0.5\u5230ct0\u7684\u4e00\u6bb5\u6709\u5411\u5f27\uff1a<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"swift\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">1<\/span>.pdag = gs(<span class=\"code-snippet__type\">X<\/span>,whitelist = w,blacklist = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"bt0.5\"<\/span>,<span class=\"code-snippet__string\">\"ct0\"<\/span>)) <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">2<\/span>.pdag<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">4<\/span>.pp = graphviz.plot(pdag)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">     <\/span><o:page><\/o:page><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017221\" data-ratio=\"0.993717277486911\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2024-03-07_\u300c\u8f6c\u300d\u751f\u4fe1\u5927\u6740\u5668\u4e4b\u795e\u5947\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff086\uff09\/5_2NIRHv1kiaeu566oFDH625dnnPQCLA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyHR4riaCahGmyytmrI7IpU0icuEYw8aBCLfSEFo5fSOKZu44ib2NIRHv1kiaeu566oFDH625dnnPQCLA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"955\" height=\"461.75\" width=\"464.66998291015625\" \/><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u4e0a\u56fe\u662f\u7ecf\u6211\u4eec\u4fee\u6539\u8fc7\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff0c\u5df2\u7ecf\u5dee\u4e0d\u591a\u4e86\uff01\u4f46\u662f\u8fd8\u662f\u5b58\u5728\u4e00\u4e2a\u5c0f\u95ee\u9898\uff0c\u90a3\u5c31\u662fat5\u548cct5\u3001bt10\u548cct10\u4e4b\u95f4\u5206\u522b\u5b58\u5728\u4e00\u6761\u65e0\u5411\u5f27\uff0c\u65e0\u5411\u5f27\u7684\u5b58\u5728\u4f7f\u6211\u4eec\u65e0\u6cd5\u4f30\u8ba1\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u5177\u4f53\u53c2\u6570\uff0c\u7531\u4e8e\u8fd9\u4e24\u5bf9\u53d8\u91cf\u4e4b\u95f4\u4e0d\u5b58\u5728\u660e\u663e\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u6545\u800c\u53ef\u4ee5\u5148\u9884\u8bbe\u5176\u4e2d\u5f27\u7684\u65b9\u5411\uff1a<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"cs\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">1.<\/span>pdag = <span class=\"code-snippet__keyword\">set<\/span>.arc(pdag, <span class=\"code-snippet__keyword\">from<\/span> = <span class=\"code-snippet__string\">\"at5\"<\/span>, to = <span class=\"code-snippet__string\">\"ct5\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">2.<\/span>pdag = <span class=\"code-snippet__keyword\">set<\/span>.arc(pdag, <span class=\"code-snippet__keyword\">from<\/span> = <span class=\"code-snippet__string\">\"bt10\"<\/span>, to = <span class=\"code-snippet__string\">\"ct10\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">3.<\/span>pp = graphviz.plot(pdag)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">      <\/span><o:page><\/o:page><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017223\" data-ratio=\"0.993717277486911\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_xSEdDEoSELSqBulFicNs6gkGoibaLg.png?resize=336%2C334\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyHR4riaCahGmyytmrI7IpU0clJnKzia6zWEF7keAnN277SagPwxSEdDEoSELSqBulFicNs6gkGoibaLg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"955\" height=\"334 .7699890136719\" width=\"336 .8900146484375\" data-recalc-dims=\"1\" \/><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u8fd9\u6837\uff0c\u6211\u4eec\u9700\u8981\u7684\u4e00\u4e2a\u5b8c\u6574\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\u5c31\u6210\u529f\u521b\u5efa\u4e86\uff0c\u901a\u8fc7\u8be5\u7f51\u7edc\uff0c\u53ef\u4ee5\u76f4\u89c2\u5730\u53cd\u5e94\u57fa\u56e0\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u5176\u4e2d\u4ec5\u5305\u542ba\u3001b\u3001c\u7684\u4e09\u6761\u5b50\u56fe\u5404\u81ea\u6784\u6210\u4e00\u6761\u9a6c\u5c14\u79d1\u592b\u94fe\uff0c\u800ca\u3001b\u3001c\u4e09\u8005\u4e4b\u95f4\u4e5f\u5b58\u5728\u7740\u4e00\u5b9a\u7684\u8054\u7cfb\uff0c\u8fd9\u5c31\u662f\u8d1d\u53f6\u65af\u7f51\u7edc\u5bf9\u6570\u636e\u7684\u7ed3\u6784\u7684\u6316\u6398\u4f5c\u7528\uff0c\u4e0d\u6b62\u4e8e\u6b64\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u901a\u8fc7\u5b66\u4e60\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u53c2\u6570\u8fdb\u800c\u5bf9\u6240\u9700\u8981\u7684\u8282\u70b9\u8fdb\u884c\u9884\u6d4b\uff01<\/span><\/section>\n<h1 style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u53c2\u6570\u5b66\u4e60<br \/>\n  <\/span><\/h1>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"makefile\"><code><span class=\"code-snippet_outer\">1.<span class=\"code-snippet__comment\">#\u62c6\u5206\u6570\u636e\u4e3a\u8bad\u7ec3\u6570\u636e\u96c6\u548c\u6d4b\u8bd5\u6570\u636e\u96c6 <\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__section\">2.wul.train=X[1:4000,] <\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__section\">3.wul.test=X[4001:4319,] <\/span><\/span><\/code><code><span class=\"code-snippet_outer\">4.set.seed(123)<\/span><\/code><code><span class=\"code-snippet_outer\">5.fitted = bn.fit(pdag, wul.train) <\/span><\/code><code><span class=\"code-snippet_outer\">6.fitted<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u901a\u8fc7bn.fit\u51fd\u6570\u5b66\u4e60\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u53c2\u6570\uff0c\u5176\u4e2d\u7b2c\u4e00\u4e2a\u8f93\u5165\u662f\u6211\u4eec\u5df2\u6709\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\u5bf9\u8c61\uff0c\u7b2c\u4e8c\u4e2a\u662f\u9700\u8981\u653e\u5165\u7684\u8bad\u7ec3\u6570\u636e    <\/span><o:page><\/o:page><\/section>\n<h1 style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u9884\u6d4b<br \/>\n  <\/span><\/h1>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u5728\u8fd9\u91cc\uff0c\u5c0f\u679c\u8fd0\u7528ct5\u8282\u70b9\u50cf\u5927\u5bb6\u6f14\u793a\uff0c\u5373\u901a\u8fc7\u9664\u4e86ct5\u5916\u7684\u5176\u4ed6\u53d8\u91cf\u7684\u53d6\u503c\u548c\u8d1d\u53f6\u65af\u7f51\u7edc\u7ed3\u6784\u6765\u9884\u6d4bct5\u53d8\u91cf\u7684\u53d6\u503c\uff0c\u8fd9\u91cc\u91c7\u7528\u7684\u662f\u8499\u7279\u5361\u6d1b\u540e\u9a8c\u63a8\u7406\u7684\u65b9\u6cd5\u8fdb\u884c\u9884\u6d4b\uff1a<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><\/span><\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"powershell\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">1<\/span>.pred = predict(fitted, node = <span class=\"code-snippet__string\">\"ct5\"<\/span>, <span class=\"code-snippet__keyword\">data<\/span> = wul.test, method = <span class=\"code-snippet__string\">\"bayes-lw\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">2<\/span>.cbind(wul.test<span class=\"code-snippet__variable\">$ct5<\/span>,pred) <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">3<\/span>.plot(wul.test<span class=\"code-snippet__variable\">$ct5<\/span>-pred)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017226\" data-ratio=\"1.0592334494773519\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2024-03-07_\u300c\u8f6c\u300d\u751f\u4fe1\u5927\u6740\u5668\u4e4b\u795e\u5947\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff086\uff09\/7_OUa545psnW5lfdrnz9a1xh6FmQ3w2w.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyHR4riaCahGmyytmrI7IpU0v7eUktRaczFS7aPKRhnzzLC4OUa545psnW5lfdrnz9a1xh6FmQ3w2w\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"287\" height=\"185.47003173828125\" style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\" width=\"200.83999633789062\" \/><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017225\" data-ratio=\"0.9939516129032258\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2024-03-07_\u300c\u8f6c\u300d\u751f\u4fe1\u5927\u6740\u5668\u4e4b\u795e\u5947\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff086\uff09\/8_TAtNFMxE1hEmxtdmUKzl41icSxribA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyHR4riaCahGmyytmrI7IpU0YhNXXCF20RRN2o40t3ytvI8qdETAtNFMxE1hEmxtdmUKzl41icSxribA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"496\" height=\"196.67001342773438\" style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\" width=\"214.97000122070312\" \/><br \/><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u6839\u636e\u5982\u4e0a\u6240\u793a\u7684\u8868\u683c\u548c\u9884\u6d4b\u6b8b\u5dee\u56fe\u53ef\u4ee5\u770b\u51fa\uff0c\u9884\u6d4b\u503c\u5927\u90e8\u5206\u6d6e\u52a8\u5728\u771f\u5b9e\u503c\u4e24\u4fa7\uff0c\u6b8b\u5dee\u57fa\u672c\u7a33\u5b9a\u57280\u9644\u8fd1\uff0c\u8fd9\u8bf4\u660e\u6211\u4eec\u91c7\u7528\u7684\u7b80\u5355\u8d1d\u53f6\u65af\u7f51\u7edc\u7ed3\u6784\u6240\u4f5c\u7684\u9884\u6d4b\u662f\u5408\u7406\u7684\uff0c\u9884\u6d4b\u7684\u6548\u679c\u663e\u8457\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">\u90a3\u4e48\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u5b66\u4e60\u5c31\u5230\u6b64\u7ed3\u675f\u5566\uff0c\u5728\u5c0f\u679c\u7684\u966a\u4f34\u4e0b\uff0c\u76f8\u4fe1\u5c0f\u4f19\u4f34\u4eec\u5df2\u7ecf\u57fa\u672c\u638c\u63e1\u4e86\u8d1d\u53f6\u65af\u7f51\u7edc\u7684\u76f8\u5173\u77e5\u8bc6\uff0c\u4e5f\u4f1a\u901a\u8fc7R\u8bed\u8a00\u7f16\u5199\u76f8\u5e94\u7684\u7a0b\u5e8f\uff0c\u5c0f\u679c\u8981\u548c\u5927\u5bb6\u8bf4\u518d\u89c1\u54af\uff0c\u4e00\u5b9a\u8981\u81ea\u5df1\u7ec3\u4e60\u4e00\u4e0b\u54e6\uff0c\u540c\u65f6\u5982\u679c\u5927\u5bb6\u60f3\u8981\u7ee7\u7eed\u4e86\u89e3\u66f4\u591a\u6709\u5173R\u8bed\u8a00\u5185\u5bb9\u53ef\u4ee5\u6301\u7eed\u5173\u6ce8\u5c0f\u679c\u54e6\uff5e\uff5e\u6216\u8005\u4e5f\u53ef\u4ee5\u5173\u6ce8\u6211\u4eec\u7684\u5b98\u7f51\u4e5f\u4f1a\u6301\u7eed\u66f4\u65b0\u7684\u54e6\uff5e <\/span><span style=\"font-size: 16px;letter-spacing: 1px;\">http:\/\/www.biocloudservice.com\/home.html<\/span><\/section>\n<p style=\"text-indent: 0px;margin-bottom: 0px;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"color: rgb(0, 122, 170);letter-spacing: 0.578px;text-indent: 32px;text-wrap: wrap;background-color: rgb(255, 255, 255);font-size: 15px;\">\u5c0f\u679c\u8fd8<span style=\"color: rgb(0, 122, 170);background-color: rgb(255, 255, 255);font-size: 15px;letter-spacing: 0.578px;text-decoration: none solid rgba(0, 0, 0, 0.9);\">\u63d0\u4f9b\u601d\u8def\u8bbe\u8ba1\u3001\u5b9a\u5236\u751f\u4fe1\u5206\u6790\u3001\u6587\u732e\u601d\u8def\u590d\u73b0\uff1b\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u76f4\u63a5\u626b\u7801\u54a8\u8be2\u5c0f\u679c\uff0c\u7aed\u8bda\u4e3a\u60a8\u7684\u79d1\u7814\u52a9\u529b\uff01<\/span><\/span><\/strong><\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><br \/><\/p>\n<section style=\"font-size: 15px;padding-right: 2px;padding-left: 2px;margin-bottom: 0px;\">\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;flex: 0 0 auto;height: auto;border-color: rgb(114, 114, 114);border-width: 1px;border-style: solid;box-shadow: rgb(194, 209, 255) -5px 5px 0px;align-self: flex-start;\">\n<section style=\"justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 42.6829%;vertical-align: middle;box-shadow: rgb(43, 65, 110) 0px 0px 0px;flex: 0 0 auto;height: auto;padding-left: 10px;align-self: center;\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;line-height: 0;transform: translate3d(20px, 0px, 0px);\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 75%;height: auto;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017228\" data-ratio=\"1\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2024-03-07_\u300c\u8f6c\u300d\u751f\u4fe1\u5927\u6740\u5668\u4e4b\u795e\u5947\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff086\uff09\/9_B2jkicacLzPjw4xMSqVvoucZjonVDA.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAxVYfSsM0wdf9d3RpNiaTcHohxPNEVs2VFhPMukpU8lchxrvcB2jkicacLzPjw4xMSqVvoucZjonVDA\/640?wx_fmt=jpeg&from=appmsg'\" data-type=\"jpeg\" data-w=\"430\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 56.9106%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"line-height: 2;letter-spacing: 1px;color: rgb(43, 65, 110);\" powered-by=\"xiumi.us\">\n<p style=\"margin-bottom: 2px;\"><strong>\u5b9a\u5236\u751f\u4fe1\u5206\u6790<\/strong><\/p>\n<p style=\"margin-bottom: 2px;\"><strong>\u670d\u52a1\u5668\u79df\u8d41<\/strong><\/p>\n<p><strong>\u626b\u7801\u54a8\u8be2\u5c0f\u679c<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247497780&idx=2&sn=7eee90af6f387e4153bba13028e545a1&chksm=cf7f68f1f808e1e7dfb3a0597ef442e5c6e700ecf6ee5a035c766a4c7486c12eabd0ab218ea6&scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener\"><span class=\"js_jump_icon h5_image_link\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-imgfileid=\"100017230\" data-ratio=\"0.3253333333333333\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/10_7TvAyUibd1TPhJmZfialJtv6tu2SEg-12.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxVYfSsM0wdf9d3RpNiaTcHoj9xlsoyiaBvzaezDUFAicibMAF8ts7TvAyUibd1TPhJmZfialJtv6tu2SEg\/640?wx_fmt=png&from=appmsg'\" data-type=\"png\" data-w=\"750\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/span><\/a><\/section>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img js_insertlocalimg\" data-imgfileid=\"100017229\" data-ratio=\"0.3811111111111111\" data-s=\"300,640\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2024-03-07_\u300c\u8f6c\u300d\u751f\u4fe1\u5927\u6740\u5668\u4e4b\u795e\u5947\u7684\u8d1d\u53f6\u65af\u7f51\u7edc\uff086\uff09\/11_9N02aBaau07RufXeXRLmvAHsrFZxtw.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAz5wg6Ne6sYkannSE9NiatkcPh3icbKanJagacjU6LqJrGAL29N02aBaau07RufXeXRLmvAHsrFZxtw\/640?wx_fmt=jpeg&from=appmsg'\" data-type=\"jpeg\" data-w=\"900\" style=\"letter-spacing: 0.578px;text-align: center;text-wrap: wrap;\" \/><\/section>\n<\/section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;text-align: left;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-end;padding-right: 2px;padding-left: 2px;\">\n<section style=\"margin: 10px 0% 2px;transform: translate3d(2px, 0px, 0px);\" powered-by=\"xiumi.us\">\n<section style=\"font-size: 16px;color: rgb(58, 66, 94);line-height: 1;letter-spacing: 5px;text-align: center;\">\n<p><strong>\u5f80\u671f\u56de\u987e<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"height: 3px;background-color: rgb(95, 156, 239);\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<section style=\"margin-top: 2px;margin-right: 0%;margin-left: 0%;text-align: center;line-height: 0.8;font-size: 9px;\" powered-by=\"xiumi.us\">\n<section style=\"width: 0px;display: inline-block;border-top: 0.8em solid rgb(58, 66, 94);border-left: 0.7em solid transparent !important;border-right: 0.7em solid transparent !important;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;flex: 100 100 0%;align-self: flex-end;height: auto;\">\n<section style=\"margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"height: 3px;background-color: rgb(95, 156, 239);\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<section style=\"margin-top: 2px;margin-right: 0%;margin-left: 0%;text-align: center;line-height: 0.8;font-size: 9px;\" powered-by=\"xiumi.us\">\n<section style=\"width: 0px;display: inline-block;border-top: 0.8em solid rgba(255, 255, 255, 0);border-left: 0.7em solid transparent !important;border-right: 0.7em solid transparent !important;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"min-height: 40px;margin: 10px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"width: 100%;margin-right: auto;margin-bottom: -10px;margin-left: auto;\">\n<table width=\"100%\">\n<tbody>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:0\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:0.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;box-shadow: rgb(0, 0, 0) 0px 0px 0px;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>01<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247497780&idx=2&sn=7eee90af6f387e4153bba13028e545a1&chksm=cf7f68f1f808e1e7dfb3a0597ef442e5c6e700ecf6ee5a035c766a4c7486c12eabd0ab218ea6&scene=21#wechat_redirect\" textvalue=\"1024G\u5b58\u50a8\u7684\u751f\u4fe1\u670d\u52a1\u5668\uff0c\u4e24\u4eba\u6210\u56e2\uff0c1\u4eba\u514d\u5355\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">1024G\u5b58\u50a8\u7684\u751f\u4fe1\u670d\u52a1\u5668\uff0c\u4e24\u4eba\u6210\u56e2\uff0c1\u4eba\u514d\u5355\uff01<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:1\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:1.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>02<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247498878&idx=1&sn=fc34ed3f1d15d060bbaf8166adcebd58&chksm=cf7f6cbbf808e5ad0b5417e50ed75cfbd1b3a83ac43b97f1dfa718c822878a9a004990075133&scene=21#wechat_redirect\" textvalue=\"\u5355\u4e2a\u6570\u636e\u5e93\u7528\u817b\u4e86\uff1f\u591a\u6570\u636e\u5e93\u201c\u7ec4\u5408\u62f3\u201d\u5e26\u4f60\u6253\u5f00\u514d\u75ab\u6d78\u6da6\u65b0\u601d\u8def\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u5355\u4e2a\u6570\u636e\u5e93\u7528\u817b\u4e86\uff1f\u591a\u6570\u636e\u5e93\u201c\u7ec4\u5408\u62f3\u201d\u5e26\u4f60\u6253\u5f00\u514d\u75ab\u6d78\u6da6\u65b0\u601d\u8def\uff01<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:2\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:2.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>03<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247498673&idx=1&sn=1e09b74a836c1e64a62ae1f66eeb3f93&chksm=cf7f6b74f808e262de70be43fd73bf5fefdc0914e525eb2032f741a0152e619689cedc76946f&scene=21#wechat_redirect\" textvalue=\"\u5b5f\u5fb7\u5c14\u968f\u673a\u5316\u7684\u51c6\u5907\u5de5\u4f5c\uff0cGWAS\u6570\u636e\u7684\u7f51\u7ad9\u4e0b\u8f7d\u65b9\u6cd5\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"11\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u5b5f\u5fb7\u5c14\u968f\u673a\u5316\u7684\u51c6\u5907\u5de5\u4f5c\uff0cGWAS\u6570\u636e\u7684\u7f51\u7ad9\u4e0b\u8f7d\u65b9\u6cd5<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:3\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:3.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>04<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247498517&idx=1&sn=fa3c0104cee316982fe8162b79fe234f&chksm=cf7f6bd0f808e2c6cf979704bf883cfb5480444604f90da61dc286e7541fa5bb49df0a2fb58a&scene=21#wechat_redirect\" textvalue=\"\u8ddf\u7740\u5c0f\u679c\u5b66\u590d\u73b0-\u624b\u628a\u624b\u5e26\u4f60\u62ff\u4e0bIF=46.9Nature \u7ea7\u522b\u7684\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u56fe\uff01\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u8ddf\u7740\u5c0f\u679c\u5b66\u590d\u73b0-\u624b\u628a\u624b\u5e26\u4f60\u62ff\u4e0bIF=46.9Nature \u7ea7\u522b\u7684\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u56fe\uff01\uff01<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" 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