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none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u5728\u7bc7\u6587\u7ae0\u91cc\uff0c\u5c0f\u679c\u5c06\u4e3a\u5927\u5bb6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528R\u5305\u2014\u2014party\u4e2d\u7684\u51fd\u6570ctree\u6765\u8fdb\u884c\u51b3\u7b56\u6811\u7684\u6784\u5efa\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(88, 142, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u9ad8\u7ea7\u751f\u4fe1\u5206\u6790\u5360\u7528\u5185\u5b58\u8f83\u5927\uff0c\u82e5\u6570\u636e\u96c6\u8f83\u5927\uff0cR\u5305\u201cparty\u201d\u8fd0\u884c\u901f\u5ea6\u5c06\u4f1a\u5f88\u6162\u54e6\uff0c\u5efa\u8bae\u5404\u4f4d\u5c0f\u4f19\u4f34\u53ef\u4ee5\u4f7f\u7528\u670d\u52a1\u5668\u8fd0\u884c\uff0c\u5982\u679c\u6ca1\u6709\u81ea\u5df1\u7684\u670d\u52a1\u5668\u6b22\u8fce\u8054\u7cfb\u6211\u4eec\u4f7f\u7528\u670d\u52a1\u5668\u79df\u8d41\u54e6~<\/span><\/section>\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;margin-top: 10px;margin-bottom: 10px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;height: auto;\">\n<section style=\"display: flex;width: 100%;flex-flow: column;\" powered-by=\"xiumi.us\">\n<section style=\"z-index: 1;transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\">\n<section style=\"justify-content: center;display: flex;flex-flow: row;transform: translate3d(4px, 0px, 0px) rotateX(180deg);margin-bottom: -2px;\">\n<section style=\"display: inline-block;vertical-align: top;width: 50%;align-self: flex-start;flex: 0 0 auto;\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 10px;height: 14px;vertical-align: top;overflow: hidden;background-color: rgb(91, 91, 91);border-style: solid;border-width: 2px;border-color: rgb(255, 255, 255);\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: 50%;\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 10px;height: 14px;vertical-align: top;overflow: hidden;background-color: rgb(91, 91, 91);border-style: solid;border-width: 2px;border-color: rgb(255, 255, 255);\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;background-color: rgb(194, 209, 255);\">\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row;margin-top: -4px;margin-bottom: 5px;transform: translate3d(5px, 0px, 0px);\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;background-color: rgb(193, 209, 255);padding: 10px 20px;box-shadow: rgb(255, 255, 255) -2px 2px 0px;\">\n<section style=\"text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;align-self: center;flex: 0 0 auto;width: 100%;height: auto;\">\n<section style=\"text-align: center;color: rgb(0, 0, 0);\" powered-by=\"xiumi.us\">\n<p><strong>\u516c\u4f17\u53f7\u540e\u53f0\u56de\u590d\u201c111\u201d<\/strong><\/p>\n<p><strong>\u9886\u53d6\u672c\u7bc7\u4ee3\u7801\u3001\u57fa\u56e0\u96c6\u6216\u793a\u4f8b\u6570\u636e\u7b49\u6587\u4ef6<\/strong><\/p>\n<p><strong>\u6587\u4ef6\u7f16\u53f7\uff1a240201<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p powered-by=\"xiumi.us\"><span style=\"color: rgb(171, 25, 66);\"><strong>\u9700\u8981\u79df\u8d41\u670d\u52a1\u5668\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u626b\u7801\u6dfb\u52a0\u5c0f\u679c\uff0c\u6b64\u5916\u5c0f\u679c\u8fd8\u63d0\u4f9b\u751f\u4fe1\u5206\u6790\uff0c\u601d\u8def\u8bbe\u8ba1\uff0c\u6587\u732e\u590d\u73b0\u7b49\uff0c\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u6765\u64a9~<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100016159\" data-ratio=\"1\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_f6PG40Qrdu5e9B1iaIMItPiajABYWA-14.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAxqaqPbQprPd4vw8Ytp0cprbzXiakMDdFriaB6B59ibhlBCrNyQFf6PG40Qrdu5e9B1iaIMItPiajABYWA\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"430\" style=\"width: 170px;height: 170px;\"  data-recalc-dims=\"1\" \/><span style=\"background-color: rgb(255, 255, 255);font-size: 16px;letter-spacing: 0.578px;text-align: justify;\"><\/span><\/p>\n<\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;font-variant: normal;text-transform: none;\">\u51b3\u7b56\u6811\u4e0d\u4ec5\u5728\u5206\u7c7b\u548c\u56de\u5f52\u65b9\u9762\u5927\u653e\u5f02\u5f69\uff0c\u800c\u4e14\u5b83\u7684\u7075\u6d3b\u6027\u66f4\u662f\u5176\u4ed6\u7b97\u6cd5\u671b\u5c18\u83ab\u53ca\u3002\u522b\u72b9\u8c6b\uff0c\u8ddf\u7740\u51b3\u7b56\u6811\u7684\u6b65\u4f10\uff0c\u4e00\u8d77\u52a0\u5165\u8fd9\u573a\u673a\u5668\u5b66\u4e60\u7684\u76db\u5bb4\u5427\uff01\uff01\uff01<\/span> &nbsp; &nbsp;<\/span><o:page><\/o:page><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(88, 142, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<o:p>&nbsp;<\/o:p><\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(0, 0, 255);font-weight: bold;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">Ctree\uff08\uff09\u51fd\u6570\u4ecb\u7ecd<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u529f\u80fd\u4f5c\u7528\u6982\u8ff0:<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u6761\u4ef6\u63a8\u7406\u6846\u67b6\u4e0b\u8fde\u7eed\u3001\u5220\u5931\u3001\u6709\u5e8f\u3001\u6807\u79f0\u548c\u591a\u5143\u54cd\u5e94\u53d8\u91cf\u7684\u9012\u5f52\u5212\u5206\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u8bed\u6cd5\u7528\u6cd5\uff1a<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"cpp\"><code><span class=\"code-snippet_outer\">ctree(formula, data, subset = <span class=\"code-snippet__literal\">NULL<\/span>, weights = <span class=\"code-snippet__literal\">NULL<\/span>,controls = ctree_control(), xtrafo = ptrafo, ytrafo = ptrafo,scores = <span class=\"code-snippet__literal\">NULL<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u53c2\u6570\u8bf4\u660e\uff1a<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">formula : \u6a21\u578b\u7684\u7b26\u53f7\u63cf\u8ff0\u3002\u6ce8\u610f\uff1a\u2018-\u2019\u8fd9\u6837\u7684\u7b26\u53f7\u4e0d\u8d77\u4f5c\u7528\uff0c\u6811\u5c06\u4f7f\u7528\u516c\u5f0f\u4e2d\u5217\u51fa\u7684\u6240\u6709\u53d8\u91cf\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">data: \u5305\u542b\u6a21\u578b\u4e2d\u53d8\u91cf\u7684\u6570\u636e\u6846\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">subset: \u4e00\u4e2a\u53ef\u9009\u5411\u91cf\uff0c\u6307\u5b9a\u62df\u7528\u4e8e\u62df\u5408\u8fc7\u7a0b\u7684\u89c2\u6d4b\u503c\u5b50\u96c6\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">weights: \u5728\u88c5\u914d\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u7684\u53ef\u9009\u6743\u91cd\u5411\u91cf\u3002\u53ea\u5141\u8bb8\u975e\u8d1f\u6574\u6570\u503c\u6743\u91cd\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">controls: TreeControl\u7c7b\u7684\u5bf9\u8c61\uff0c\u53ef\u4ee5\u4f7f\u7528&#8221;hsa04740&#8243;+9999999hCG_1776980$1\uffe5\u83b7\u5f97\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">xtrafo : \u5e94\u7528\u4e8e\u6240\u6709\u8f93\u5165\u7684\u51fd\u6570\u53d8\u91cf\u3002\u6309\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u5e94\u7528ptrafo\u51fd\u6570\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">ytrafo : \u5e94\u7528\u4e8e\u6240\u6709\u54cd\u5e94\u53d8\u91cf\u7684\u51fd\u6570\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u5e94\u7528ptrafo\u51fd\u6570\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">scores : \u8981\u9644\u52a0\u5230orderedfactors\u7684\u53ef\u9009\u547d\u540d\u5206\u6570\u5217\u8868\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<o:p>&nbsp;<\/o:p><\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;font-variant: normal;text-transform: none;\">\u5f53\u6211\u4eec\u8fdb\u5165\u6761\u4ef6\u63a8\u7406\uff0c\u5728\u8fd9\u4e2a\u6846\u67b6\u91cc\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u8fdb\u884c\u8fde\u7eed\u3001\u5220\u5931\u3001\u6709\u5e8f\u3001\u6807\u79f0\u548c\u591a\u5143\u54cd\u5e94\u53d8\u91cf\u7684\u5206\u6790\uff0c\u5c31\u597d\u50cf\u5728\u6570\u636e\u68ee\u6797\u4e2d\u73a9\u8f6c\u9012\u5f52\u7684\u6e38\u620f\u4e00\u6837\u3002\u8fd9\u91cc\u7684\u6bcf\u4e00\u4e2a\u6761\u4ef6\u90fd\u662f\u6211\u4eec\u63a2\u7d22\u6570\u636e\u7684\u7ebf\u7d22\uff0c\u800c\u6211\u4eec\u7684\u4efb\u52a1\u5c31\u662f\u7528\u8fd9\u4e9b\u7ebf\u7d22\u5728\u6570\u636e\u8ff7\u5bab\u4e2d\u627e\u5230\u6b63\u786e\u7684\u95e8\uff0c\u63ed\u793a\u51fa\u6570\u636e\u7684\u7cbe\u5f69\u79d8\u5bc6\uff01\u800cctree\u51fd\u6570\u5c31\u50cf\u662f\u5f00\u542f\u8ff7\u5bab\u4e4b\u95e8\u7684\u94a5\u5319\uff0c\u4e0b\u9762\u5c31\u8ba9\u5c0f\u679c\u6765\u9886\u7740\u4f60\u8fdb\u5165\u9e22\u5c3e\u82b1\u738b\u56fd\u5206\u7c7b\u7684\u6570\u636e\u8ff7\u5bab\u5427\uff01\uff01\uff01<\/span> &nbsp; &nbsp;<\/span><o:page><\/o:page><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(0, 0, 255);font-weight: bold;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u6f14\u793a\u5b9e\u4f8b<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u5728\u8fd9\u91cc\uff0c\u5c0f\u679c\u5c06\u62ffiris\u6570\u636e\u96c6\u6765\u8fdb\u884c\u6f14\u793a\uff0c\u9e22\u5c3e\u82b1(iris)\u662f\u6570\u636e\u6316\u6398\u5e38\u7528\u5230\u7684\u4e00\u4e2a\u6570\u636e\u96c6\uff0c\u5305\u542b150\u79cd\u9e22\u5c3e\u82b1\u7684\u4fe1\u606f\uff0c\u6bcf50\u79cd\u53d6\u81ea\u4e09\u4e2a\u9e22\u5c3e\u82b1\u79cd\u4e4b\u4e00\uff08setosa,versicolour\u6216virginica)\u3002\u6bcf\u4e2a\u82b1\u7684\u7279\u5f81\u7528\u4e0b\u9762\u76845\u79cd\u5c5e\u6027\u63cf\u8ff0\u843c\u7247\u957f\u5ea6(Sepal.Length)\u3001\u843c\u7247\u5bbd\u5ea6(Sepal.Width)\u3001\u82b1\u74e3\u957f\u5ea6(Petal.Length)\u3001\u82b1\u74e3\u5bbd\u5ea6(Petal.Width)\u3001\u7c7b(Species)\u3002iris\u6570\u636e\u96c6\u5e38\u7528\u4e8e\u5206\u7c7b\u95ee\u9898\u548c\u805a\u7c7b\u5206\u6790\u7684\u6f14\u793a\uff0c\u5c24\u5176\u5728R\u8bed\u8a00\u4e2d\uff0ciris\u6570\u636e\u96c6\u662f\u5185\u7f6e\u7684\u793a\u4f8b\u6570\u636e\u4e4b\u4e00\u3002\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e2a\u6570\u636e\u96c6\uff0c\u7814\u7a76\u4eba\u5458\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u53ef\u4ee5\u6f14\u793a\u548c\u6d4b\u8bd5\u4e0d\u540c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5728\u82b1\u5349\u5206\u7c7b\u7684\u60c5\u5883\u4e2d\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u4eceR\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u6613\u5730\u901a\u8fc7\u547d\u4ee4\u67e5\u770biris\u6570\u636e\u96c6\u7684\u8be6\u60c5\uff1a<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u67e5\u770biris\u6570\u636e\u96c6\uff1a<\/span><\/section>\n<pre style=\"text-align: justify;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;margin: 0pt;text-indent: 0pt;break-after: auto;word-break: break-all;background: rgb(255, 255, 255);\"><section style=\"margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">str(iris)<\/span><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">&nbsp;<\/span><\/section><\/pre>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"ruby\"><code><span class=\"code-snippet_outer\">iris\u6570\u636e\u96c6\uff1a<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__string\">'data.frame'<\/span>:      <span class=\"code-snippet__number\">150<\/span> obs. of  <span class=\"code-snippet__number\">5<\/span> <span class=\"code-snippet__symbol\">variables:<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"> $ Sepal.<span class=\"code-snippet__symbol\">Length:<\/span> num  <span class=\"code-snippet__number\">5.1<\/span> <span class=\"code-snippet__number\">4.9<\/span> <span class=\"code-snippet__number\">4.7<\/span> <span class=\"code-snippet__number\">4.6<\/span> <span class=\"code-snippet__number\">5<\/span> <span class=\"code-snippet__number\">5.4<\/span> <span class=\"code-snippet__number\">4.6<\/span> <span class=\"code-snippet__number\">5<\/span> <span class=\"code-snippet__number\">4.4<\/span> <span class=\"code-snippet__number\">4.9<\/span> ...<\/span><\/code><code><span class=\"code-snippet_outer\"> $ Sepal.Width : num  <span class=\"code-snippet__number\">3.5<\/span> <span class=\"code-snippet__number\">3<\/span> <span class=\"code-snippet__number\">3.2<\/span> <span class=\"code-snippet__number\">3.1<\/span> <span class=\"code-snippet__number\">3.6<\/span> <span class=\"code-snippet__number\">3.9<\/span> <span class=\"code-snippet__number\">3.4<\/span> <span class=\"code-snippet__number\">3.4<\/span> <span class=\"code-snippet__number\">2.9<\/span> <span class=\"code-snippet__number\">3.1<\/span> ...<\/span><\/code><code><span class=\"code-snippet_outer\"> $ Petal.<span class=\"code-snippet__symbol\">Length:<\/span> num  <span class=\"code-snippet__number\">1.4<\/span> <span class=\"code-snippet__number\">1.4<\/span> <span class=\"code-snippet__number\">1.3<\/span> <span class=\"code-snippet__number\">1.5<\/span> <span class=\"code-snippet__number\">1.4<\/span> <span class=\"code-snippet__number\">1.7<\/span> <span class=\"code-snippet__number\">1.4<\/span> <span class=\"code-snippet__number\">1.5<\/span> <span class=\"code-snippet__number\">1.4<\/span> <span class=\"code-snippet__number\">1.5<\/span> ...<\/span><\/code><code><span class=\"code-snippet_outer\"> $ Petal.Width : num  <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">2<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">2<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">2<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">2<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">2<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">4<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">3<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">2<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">2<\/span> <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">1<\/span> ...<\/span><\/code><code><span class=\"code-snippet_outer\"> $ Species : Factor w\/ <span class=\"code-snippet__number\">3<\/span> levels <span class=\"code-snippet__string\">\"setosa\"<\/span>,<span class=\"code-snippet__string\">\"versicolor\"<\/span>,..: <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> <span class=\"code-snippet__number\">1<\/span> ...<\/span><\/code><\/pre>\n<\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(200, 29, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<o:p>&nbsp;<\/o:p><\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(88, 142, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u60f3\u8981\u7ee7\u7eed\u4e86\u89e3R\u8bed\u8a00\u5185\u5bb9\u53ef\u4ee5\u6301\u7eed\u5173\u6ce8\u5c0f\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&nbsp;<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(88, 142, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">http:\/\/www.biocloudservice.com\/home.html<\/span><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;letter-spacing: 1px;\">&nbsp;<\/span><o:p style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;letter-spacing: 1px;\">&nbsp;<\/o:p><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;font-variant: normal;text-transform: none;\">iris\u6570\u636e\u96c6\u4e2d\u7684Sepal.Length\u3001Sepal.Width\u3001Petal.Length\u548cPetal.Width\uff0c\u90fd\u5c06\u7528\u6765\u9884\u6d4b\u9e22\u5c3e\u82b1\u7684\u79cd\u7c7b\u3002<\/span> &nbsp; &nbsp;<\/span><o:page><\/o:page><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u8981\u4f7f\u7528\u51fd\u6570ctree\u6765\u6784\u5efa\u51b3\u7b56\u6811\uff0c\u9996\u5148\u8981\u5b89\u88c5\u8f7d\u5165\u2018party\u2019\u5305\uff0c\u4e0b\u9762\u5c31\u662f\u5b89\u88c5\u8f7d\u5165\u7684\u4ee3\u7801\u5566\uff0c\u5c0f\u679c\u662f\u4e0d\u662f\u5f88\u8d34\u5fc3\u5440~\uff1a<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(197, 6, 11);font-style: normal;background: rgb(255, 255, 255);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"sql\"><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">'party'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">library<\/span>(party)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(197, 6, 11);font-style: normal;background: rgb(255, 255, 255);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u4f46\u60a8\u8981\u662f\u548c\u5c0f\u679c\u4e00\u6837\u662f\u7528R\u505a\u673a\u5668\u5b66\u4e60\u7684\u5c0f\u767d\uff0c\u90a3\u60a8\u6781\u6709\u53ef\u80fd\u9047\u5230\u4ee5\u4e0b\u60c5\u51b5\uff1a<\/span><\/section>\n<pre style=\"text-align: justify;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;margin: 0pt;text-indent: 0pt;break-after: auto;word-break: break-all;background: rgb(255, 255, 255);\"><section style=\"margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u8fd8\u5b89\u88c5\u76f8\u4f9d\u5173\u7cfb\u2018TH.data\u2019, \u2018libcoin\u2019, \u2018matrixStats\u2019, \u2018multcomp\u2019, \u2018mvtnorm\u2019, \u2018modeltools\u2019, \u2018strucchange\u2019, \u2018coin\u2019, \u2018zoo\u2019, \u2018sandwich\u2019<\/span><\/section><\/pre>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><br  \/><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u9047\u5230\u8fd9\u79cd\u60c5\u51b5\u4e0d\u8981\u614c\uff0c\u53ea\u9700\u8981\u6839\u636e\u63d0\u793a\u6765\u5bf9\u76f8\u5e94\u7684\u5305\u8fdb\u884c\u5b89\u88c5\u8f7d\u5165\u5373\u53ef\uff01<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(200, 29, 49);font-style: normal;background: rgb(255, 255, 255);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;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<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"sql\"><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">'grid'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">'mvtnorm'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">'modeltools'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">'stats4'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">'strucchange'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">'zoo'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">library<\/span>(grid)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">library<\/span>(mvtnorm)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">library<\/span>(modeltools)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">library<\/span>(stats4)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">library<\/span>(strucchange)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">library<\/span>(zoo)<\/span><\/code><code><span class=\"code-snippet_outer\">\u63a5\u4e0b\u6765\uff0c\u5c06\u5c06iris\u6570\u636e\u96c6\u4f5c\u4e3a\u6784\u5efa\u51b3\u7b56\u6811\u7684\u6570\u636e\u96c6\uff0c\u4f7f\u7528ctree\u6765\u6784\u5efa\u51b3\u7b56\u6811\u5373\u53ef\uff1a<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">data<\/span> &lt;- iris<\/span><\/code><code><span class=\"code-snippet_outer\">print(<span class=\"code-snippet__string\">\"This is decision tree data\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">print(<span class=\"code-snippet__keyword\">data<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">myFormula &lt;- Species ~ Sepal.Length + Sepal.Width + Petal.Length + Petal.Width<\/span><\/code><code><span class=\"code-snippet_outer\">iris_ctree &lt;- ctree(myFormula, <span class=\"code-snippet__keyword\">data<\/span>=<span class=\"code-snippet__keyword\">data<\/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-variant: normal;text-transform: none;color: rgb(200, 29, 49);font-style: normal;background: rgb(255, 255, 255);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;letter-spacing: 1px;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-alternates: normal;color: rgb(0, 0, 0);\">\u901a\u8fc7\u8fd9\u4e00\u884c\u7b80\u5355\u7684\u4ee3\u7801\uff0c\u6211\u4eec\u5c31\u6210\u529f\u4f7f\u7528\u4e86 ctree \u51fd\u6570\u6784\u5efa\u6761\u4ef6\u63a8\u65ad\u6811\uff08Conditional Inference Tree\uff09\u5566\uff01\u4e0b\u9762\uff0c\u8ba9\u5c0f\u5c0f\u679c\u4e3a\u60a8\u5bf9\u8fd9\u884c\u4ee3\u7801\u8fdb\u884c\u7b80\u5355\u6613\u61c2\u7684\u89e3\u91ca\u5427\uff01\u5b83\u521b\u5efa\u4e86\u4e00\u4e2a\u53d8\u91cf iris_ctree \u6765\u5b58\u50a8\u6211\u4eec\u7684\u6761\u4ef6\u63a8\u65ad\u6811\u6a21\u578b\u3002ctree \u51fd\u6570\u7528\u4e8e\u6784\u5efa\u6761\u4ef6\u63a8\u65ad\u6811\u3002\u53c2\u6570myFormula\u662f\u4e00\u4e2a\u5305\u542b\u9884\u6d4b\u53d8\u91cf\u548c\u89e3\u91ca\u53d8\u91cf\u4e4b\u95f4\u5173\u7cfb\u7684\u6a21\u578b\u516c\u5f0f\u3002\u8be5\u516c\u5f0f\u544a\u8bc9\u6a21\u578b\u5982\u4f55\u4f7f\u7528\u6570\u636e\u4e2d\u7684\u7279\u5f81\u6765\u9884\u6d4b\u76ee\u6807\u53d8\u91cf\u3002\u53c2\u6570data=data\u6307\u5b9a\u4e86\u7528\u4e8e\u5efa\u7acb\u6a21\u578b\u7684\u6570\u636e\u96c6\uff0c\u8fd9\u91cc\u662f data\u3002\u8fd9\u4e00\u884c\u7b80\u5355\u7684\u4ee3\u7801\u4f7f\u7528\u6761\u4ef6\u63a8\u65ad\u6811\u7b97\u6cd5\uff0c\u6839\u636e\u6a21\u578b\u516c\u5f0f myFormula \u5728\u6570\u636e\u96c6 data \u4e0a\u5efa\u7acb\u4e00\u4e2a\u51b3\u7b56\u6811\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u53ef\u4ee5\u7528\u4e8e\u9884\u6d4b\u6216\u89e3\u91ca\u6570\u636e\u4e2d\u7684\u67d0\u4e2a\u53d8\u91cf\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u5728 myFormula \u4e2d\u9009\u62e9\u7684\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/span><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;letter-spacing: 1px;\">&nbsp; &nbsp;&nbsp;<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><o:page><\/o:page><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u4e0b\u9762\uff0c\u5c0f\u5c0f\u679c\u5e26\u5927\u5bb6\u67e5\u770b\u4e00\u4e0b\u6784\u5efa\u597d\u7684iris_ctree\uff1a<\/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=\"nginx\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">Conditional<\/span> inference tree with <span class=\"code-snippet__number\">4<\/span> terminal nodes<\/span><\/code><code><span class=\"code-snippet_outer\">Response:  Species <\/span><\/code><code><span class=\"code-snippet_outer\">Inputs:  Sepal.Length, Sepal.Width, Petal.Length, Petal.Width <\/span><\/code><code><span class=\"code-snippet_outer\">Number of observations:  <span class=\"code-snippet__number\">150<\/span> <\/span><\/code><code><span class=\"code-snippet_outer\">           <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">1<\/span>) Petal.Length &lt;= <span class=\"code-snippet__number\">1<\/span>.<span class=\"code-snippet__number\">9<\/span>; <span class=\"code-snippet__attribute\">criterion<\/span> = <span class=\"code-snippet__number\">1<\/span>, statistic = <span class=\"code-snippet__number\">140<\/span>.<span class=\"code-snippet__number\">264<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">  <span class=\"code-snippet__number\">2<\/span>)*  weights = <span class=\"code-snippet__number\">50<\/span> <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">1<\/span>) Petal.Length &gt; <span class=\"code-snippet__number\">1<\/span>.<span class=\"code-snippet__number\">9<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">  <span class=\"code-snippet__number\">3<\/span>) Petal.Width &lt;= <span class=\"code-snippet__number\">1<\/span>.<span class=\"code-snippet__number\">7<\/span>; <span class=\"code-snippet__attribute\">criterion<\/span> = <span class=\"code-snippet__number\">1<\/span>, statistic = <span class=\"code-snippet__number\">67<\/span>.<span class=\"code-snippet__number\">894<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">    <span class=\"code-snippet__number\">4<\/span>) Petal.Length &lt;= <span class=\"code-snippet__number\">4<\/span>.<span class=\"code-snippet__number\">8<\/span>; <span class=\"code-snippet__attribute\">criterion<\/span> = <span class=\"code-snippet__number\">0<\/span>.<span class=\"code-snippet__number\">999<\/span>, statistic = <span class=\"code-snippet__number\">13<\/span>.<span class=\"code-snippet__number\">865<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">      <span class=\"code-snippet__number\">5<\/span>)*  weights = <span class=\"code-snippet__number\">46<\/span> <\/span><\/code><code><span class=\"code-snippet_outer\">    <span class=\"code-snippet__number\">4<\/span>) Petal.Length &gt; <span class=\"code-snippet__number\">4<\/span>.<span class=\"code-snippet__number\">8<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">      <span class=\"code-snippet__number\">6<\/span>)*  weights = <span class=\"code-snippet__number\">8<\/span> <\/span><\/code><code><span class=\"code-snippet_outer\">  <span class=\"code-snippet__number\">3<\/span>) Petal.Width &gt; <span class=\"code-snippet__number\">1<\/span>.<span class=\"code-snippet__number\">7<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">    <span class=\"code-snippet__number\">7<\/span>)*  weights = <span class=\"code-snippet__number\">46<\/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-variant: normal;text-transform: none;color: rgb(200, 29, 49);font-style: normal;background: rgb(255, 255, 255);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"> <\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u53ef\u4ee5\u770b\u5230\uff0c\u8fd9\u4e2a\u51b3\u7b56\u6811\u6709\u56db\u4e2a\u53f6\u5b50\u8282\u70b9\uff0c\u8f93\u5165\u4e3aSepal.Length\u3001 Sepal.Width,\u3001Petal.Length\u3001 Petal.Width\u56db\u4e2a\u7279\u5f81\uff0c\u8f93\u51fa\u4e3a\u82b1\u7684\u79cd\u7c7b\u3002<\/span><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u4f46\u8fd9\u6837\u4ecd\u7136\u4e0d\u591f\u6e05\u6670\u660e\u4e86\uff0c\u53ef\u4ee5\u4f7f\u7528plot\uff08\uff09\u51fd\u6570\u5bf9\u51b3\u7b56\u6811\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\uff1a<\/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<\/ul>\n<pre class=\"code-snippet__js\"><code><span class=\"code-snippet_outer\">plot(iris_ctree)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;font-variant: normal;text-transform: none;\">\u5728\u4e0b\u56fe\u4e2d\u53ef\u4ee5\u6e05\u6670\u5730\u770b\u5230\u8be5\u51b3\u7b56\u6811\u7684\u8282\u70b9\uff0c\u4e0e\u6267\u884c\u7684\u6761\u4ef6\uff1a\u5f53\u7279\u5f81Length\u5c0f\u4e8e\u7b49\u4e8e1.9\u65f6\uff0c\u5c06\u5f52\u7c7b\u4e4bnode2\uff0c\u5176\u4e2d\u670950\u4e2a\u6837\u672c\u5747\u5f52\u7c7b\u81f3node2\uff0c\u5728\u8be5\u8282\u70b9\u4e2d\uff0c\u82b1\u7684\u79cd\u7c7b\u5168\u90e8\u88ab\u5f52\u4e3a\u4e86\u2018setosa\u2019\u3002\u5f53Length\u5927\u4e8e1.9\u65f6\u8fd9\u4e2a\u65f6\u5019\u3002\u6211\u4eec\u5c31\u8d70\u8fdb\u4e86\u51b3\u7b56\u6811\u7684\u53e6\u5916\u4e00\u6761\u65c1\u8fb9\uff0c\u6b64\u65f6\uff0c\u5982\u679c\u7279\u5f81Width\u5927\u4e8e1.7\u65f6\u6211\u4eec\u7684\u51b3\u7b56\u6811\u5c06\u4f1a\u5e26\u4f60\u8d70\u8fdb\u201cvirginica\u201d\u9e22\u5c3e\u82b1\uff0c\u4e5f\u5c31\u662f\u6211\u4eec\u7684\u51b3\u7b56\u6811\u4f1a\u5c06ength\u5927\u4e8e1.9\u3001Width\u5927\u4e8e1.7\u7684\u9e22\u5c3e\u82b1\u5224\u65ad\u4e3a\u201cvirginica\u201d\u9e22\u5c3e\u82b1\uff01<\/span> &nbsp; &nbsp;<\/span><o:page><\/o:page><\/section>\n<section style=\"direction: ltr;text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u563f\uff0c\u731c\u731c\uff01\u5230\u8fd9\u91cc\uff0c\u4f60\u4e00\u5b9a\u5df2\u7ecf\u53d8\u8eab\u4e3a\u51b3\u7b56\u6811\u7684\u9b54\u6cd5\u5e08\uff0c\u53ef\u4ee5\u8f7b\u677e\u7528ctree\u521b\u5efa\u5c5e\u4e8e\u4f60\u81ea\u5df1\u7684\u6570\u636e\u9b54\u6cd5\u6811\uff0c\u7136\u540e\u8fd8\u80fd\u89e3\u8bfb\u5b83\u7684\u9b54\u6cd5\u8bed\u8a00\uff01\u662f\u4e0d\u662f\u611f\u89c9\u81ea\u5df1\u6210\u4e86\u6570\u636e\u79d1\u5b66\u7684\u51b3\u7b56\u6811\u5927\u5e08\u5462\uff01\u90a3\u4e48\u4ee5\u6b64\u7c7b\u63a8\uff0c\u8bd5\u7740\u89e3\u91ca\u4e00\u4e0b\u8be5\u51b3\u7b56\u6811\u7684\u5176\u4ed6\u8282\u70b9\u5427\uff01<\/span><\/section>\n<section style=\"text-align: center;direction: ltr;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100016157\" data-ratio=\"0.6724537037037037\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_2BeftgelnmwLs4NH1tbfLwzWvMAkCQ-2.png?resize=552%2C371\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyN4YIVBeicZ0TpQB5pPiclyR9OlRH4ic9p6eO2bDImhGzTMRK2BeftgelnmwLs4NH1tbfLwzWvMAkCQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"864\" height=\"371 .34002685546875\" width=\"552 .0800170898438\"  data-recalc-dims=\"1\" \/><\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(88, 142, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u4ee5\u4e0a\u5c31\u662f\u5c0f\u679c\u4eca\u5929\u6559\u5927\u5bb6\u7528R\u8bed\u8a00\u6784\u5efa\u51b3\u7b56\u6811\u7684\u5168\u90e8\u5185\u5bb9\u5566\uff01\u4eca\u5929\u6709\u5b66\u5230\u65b0\u77e5\u8bc6\u561b~<\/span><\/section>\n<section style=\"text-align: justify;margin-top: 8px;margin-bottom: 16px;line-height: 1.6em;\"><span style=\"font-variant: normal;text-transform: none;color: rgb(88, 142, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u5982\u679c\u5404\u4f4d\u89c9\u5f97\u81ea\u5df1\u8fd0\u884c\u4ee3\u7801\u592a\u9ebb\u70e6\uff0c\u53ef\u4ee5\u8bd5\u8bd5\u6211\u4eec\u7684\u4e91\u751f\u4fe1\u5c0f\u5de5\u5177\u54df\uff0c\u91cc\u9762\u6709\u6210\u719f\u7684\u4ee3\u7801\uff0c\u53ea\u8981\u8f93\u5165\u5408\u9002\u7684\u6570\u636e\u5c31\u53ef\u4ee5\u76f4\u63a5\u51fa\u60f3\u8981\u7684\u56fe\u5462\uff0c\u8fd9\u662f\u6211\u4eec\u7684\u5c0f\u5de5\u5177\u94fe\u63a5\uff0c\u6b22\u8fce\u5927\u5bb6\u63a2\u7d22\u4f7f\u7528\u54e6~<\/span><span style=\"font-variant: normal;text-transform: none;color: rgb(88, 142, 49);font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 1px;\">\u4e91\u751f\u4fe1-\u5b66\u751f\u7269\u4fe1\u606f\u5b66 (biocloudservice.com)<\/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=\"100016160\" data-ratio=\"1\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_B2jkicacLzPjw4xMSqVvoucZjonVDA-2.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAxVYfSsM0wdf9d3RpNiaTcHohxPNEVs2VFhPMukpU8lchxrvcB2jkicacLzPjw4xMSqVvoucZjonVDA\/640?wx_fmt=jpeg&amp;from=appmsg'\" data-type=\"jpeg\" data-w=\"430\" style=\"vertical-align: middle;width: 100%;\"  data-recalc-dims=\"1\" \/><\/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==&amp;mid=2247497780&amp;idx=2&amp;sn=7eee90af6f387e4153bba13028e545a1&amp;chksm=cf7f68f1f808e1e7dfb3a0597ef442e5c6e700ecf6ee5a035c766a4c7486c12eabd0ab218ea6&amp;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=\"100016161\" data-ratio=\"0.3253333333333333\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_7TvAyUibd1TPhJmZfialJtv6tu2SEg-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAxVYfSsM0wdf9d3RpNiaTcHoj9xlsoyiaBvzaezDUFAicibMAF8ts7TvAyUibd1TPhJmZfialJtv6tu2SEg\/640?wx_fmt=png&amp;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=\"100016162\" data-ratio=\"0.3811111111111111\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_9N02aBaau07RufXeXRLmvAHsrFZxtw-2.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAz5wg6Ne6sYkannSE9NiatkcPh3icbKanJagacjU6LqJrGAL29N02aBaau07RufXeXRLmvAHsrFZxtw\/640?wx_fmt=jpeg&amp;from=appmsg'\" data-type=\"jpeg\" data-w=\"900\" style=\"letter-spacing: 0.578px;text-align: center;text-wrap: wrap;\" data-recalc-dims=\"1\"><\/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==&amp;mid=2247497780&amp;idx=2&amp;sn=7eee90af6f387e4153bba13028e545a1&amp;chksm=cf7f68f1f808e1e7dfb3a0597ef442e5c6e700ecf6ee5a035c766a4c7486c12eabd0ab218ea6&amp;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==&amp;mid=2247498878&amp;idx=1&amp;sn=fc34ed3f1d15d060bbaf8166adcebd58&amp;chksm=cf7f6cbbf808e5ad0b5417e50ed75cfbd1b3a83ac43b97f1dfa718c822878a9a004990075133&amp;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==&amp;mid=2247498673&amp;idx=1&amp;sn=1e09b74a836c1e64a62ae1f66eeb3f93&amp;chksm=cf7f6b74f808e262de70be43fd73bf5fefdc0914e525eb2032f741a0152e619689cedc76946f&amp;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==&amp;mid=2247498517&amp;idx=1&amp;sn=fa3c0104cee316982fe8162b79fe234f&amp;chksm=cf7f6bd0f808e2c6cf979704bf883cfb5480444604f90da61dc286e7541fa5bb49df0a2fb58a&amp;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\" 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