{"id":110958,"date":"2026-09-29T23:48:54","date_gmt":"2026-09-29T15:48:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110958.html"},"modified":"2026-09-29T23:48:54","modified_gmt":"2026-09-29T15:48:54","slug":"%e3%80%90%e5%a4%a7%e6%95%b0%e6%8d%ae%e6%af%95%e8%ae%be%e9%a1%b9%e7%9b%ae%e3%80%91%e5%9f%ba%e4%ba%8ek-means%e7%9a%84%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e6%99%ba%e8%83%bd%e4%bd%93%e8%bd%a8%e8%bf%b9","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110958.html","title":{"rendered":"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76"},"content":{"rendered":"<h4 id=\"%E6%96%87%E7%AB%A0%E7%9B%AE%E5%BD%95\">\u6587\u7ae0\u76ee\u5f55<\/h4>\n<p id=\"%E4%B8%80%E3%80%81%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E8%83%8C%E6%99%AF%E6%84%8F%E4%B9%89-toc\" style=\"margin-left:0px\">\u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49<\/p>\n<p id=\"%E4%BA%8C%E3%80%81%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E6%8A%80%E6%9C%AF-toc\" style=\"margin-left:0px\">\u4e8c\u3001\u9879\u76ee\u5f00\u53d1\u6280\u672f<\/p>\n<p id=\"%E4%B8%89%E3%80%81%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E5%86%85%E5%AE%B9-toc\" style=\"margin-left:0px\">\u4e09\u3001\u9879\u76ee\u5f00\u53d1\u5185\u5bb9<\/p>\n<p id=\"%E5%9B%9B%E3%80%81%E9%A1%B9%E7%9B%AE%E5%B1%95%E7%A4%BA-toc\" style=\"margin-left:0px\">\u56db\u3001\u9879\u76ee\u5c55\u793a<\/p>\n<p id=\"%E4%BA%94%E3%80%81%E9%A1%B9%E7%9B%AE%E7%9B%B8%E5%85%B3%E4%BB%A3%E7%A0%81-toc\" style=\"margin-left:0px\">\u4e94\u3001\u9879\u76ee\u76f8\u5173\u4ee3\u7801<\/p>\n<p id=\"%E5%85%AD%E3%80%81%E6%9C%80%E5%90%8E-toc\" style=\"margin-left:0px\">\u516d\u3001\u6700\u540e<\/p>\n<hr id=\"hr-toc\" \/>\n<h2 id=\"%E4%B8%80%E3%80%81%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E8%83%8C%E6%99%AF%E6%84%8F%E4%B9%89\">\u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49<\/h2>\n<p>\u968f\u7740\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u7684\u6df1\u5165\u53d1\u5c55&#xff0c;\u667a\u80fd\u4f53\u5728\u590d\u6742\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4ea7\u751f\u4e86\u6d77\u91cf\u7684\u9ad8\u7ef4\u8f68\u8ff9\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u6db5\u76d6\u4e86\u6b65\u5e8f\u56de\u62a5\u3001\u52a8\u4f5c\u5e8f\u5217\u3001\u4f4d\u7f6e\u5750\u6807\u3001\u7b56\u7565\u71b5\u7b49\u6781\u5176\u4e30\u5bcc\u7684\u4fe1\u606f\u3002\u4f20\u7edf\u7684\u8868\u683c\u4e0e\u6587\u672c\u65e5\u5fd7\u96be\u4ee5\u76f4\u89c2\u5448\u73b0\u667a\u80fd\u4f53\u7684\u5b66\u4e60\u6f14\u8fdb\u8fc7\u7a0b\u4e0e\u884c\u4e3a\u7279\u5f81&#xff0c;\u5bfc\u81f4\u7b97\u6cd5\u8c03\u4f18\u4e0e\u6027\u80fd\u8bc4\u4f30\u9762\u4e34\u5de8\u5927\u6311\u6218\u3002\u57fa\u4e8e\u5927\u6570\u636e\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u7cfb\u7edf\u6b63\u662f\u5728\u6b64\u9700\u6c42\u4e0b\u6784\u5efa\u7684\u3002\u7cfb\u7edf\u7ed3\u5408\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e0e\u524d\u7aef\u53ef\u89c6\u5316\u6280\u672f&#xff0c;\u5c06\u6d77\u91cf\u8f68\u8ff9\u6570\u636e\u8f6c\u5316\u4e3a\u76f4\u89c2\u7684\u56fe\u5f62\u4e0e\u56fe\u8868\u3002\u901a\u8fc7\u591a\u7ef4\u5ea6\u7684\u6570\u636e\u6316\u6398\u4e0e\u673a\u5668\u5b66\u4e60\u5206\u6790&#xff0c;\u7cfb\u7edf\u80fd\u591f\u7cbe\u51c6\u523b\u753b\u4e0d\u540c\u7b97\u6cd5&#xff08;\u5982Q\u5b66\u4e60\u3001\u6df1\u5ea6Q\u7f51\u7edc\u3001\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\u53ca\u968f\u673a\u6e38\u8d70&#xff09;\u7684\u8868\u73b0\u5dee\u5f02\u3001\u52a8\u4f5c\u504f\u597d\u4e0e\u6536\u655b\u8d8b\u52bf&#xff0c;\u4e3a\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u6570\u636e\u652f\u6491&#xff0c;\u5e2e\u52a9\u5176\u5feb\u901f\u5b9a\u4f4d\u7b97\u6cd5\u74f6\u9888\u3001\u8bc6\u522b\u5f02\u5e38\u8f68\u8ff9\u5e76\u4f18\u5316\u7b56\u7565\u6a21\u578b\u3002<\/p>\n<h2 id=\"%E4%BA%8C%E3%80%81%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E6%8A%80%E6%9C%AF\">\u4e8c\u3001\u9879\u76ee\u5f00\u53d1\u6280\u672f<\/h2>\n<p>\u7cfb\u7edf\u91c7\u7528Python\u3001\u5927\u6570\u636e\u3001Spark\u3001Hadoop\u3001Vue\u3001Echarts\u3001MySQL\u3001\u6570\u636e\u6316\u6398\u3001\u673a\u5668\u5b66\u4e60\u3001K-Means\u7b49\u6280\u672f\u6846\u67b6\u8fdb\u884c\u6784\u5efa\u3002\u5e95\u5c42\u6570\u636e\u5904\u7406\u4f9d\u6258Hadoop\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u4e0eSpark\u8ba1\u7b97\u5f15\u64ce&#xff0c;\u5b9e\u73b0\u5bf9\u6d77\u91cf\u5f3a\u5316\u5b66\u4e60\u8f68\u8ff9\u6570\u636e\u7684\u9ad8\u6548\u5b58\u50a8\u4e0e\u5e76\u884c\u8ba1\u7b97\u3002\u5229\u7528Python\u5f3a\u5927\u7684\u6570\u636e\u79d1\u5b66\u5e93\u8fdb\u884c\u6570\u636e\u6316\u6398\u4e0e\u7279\u5f81\u5de5\u7a0b\u63d0\u53d6&#xff0c;\u5e76\u5f15\u5165\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e2d\u7684K-Means\u805a\u7c7b\u6a21\u578b&#xff0c;\u5bf9\u667a\u80fd\u4f53\u56de\u5408\u753b\u50cf\u8fdb\u884c\u6df1\u5ea6\u805a\u7c7b\u5206\u6790&#xff0c;\u5212\u5206\u51fa\u6781\u4f4e\u56de\u62a5\u3001\u4e2d\u56de\u62a5\u4e0e\u4f4e\u56de\u62a5\u6a21\u578b\u3002\u7ed3\u6784\u5316\u6570\u636e\u4e0e\u805a\u7c7b\u7ed3\u679c\u6301\u4e45\u5316\u5b58\u50a8\u4e8eMySQL\u6570\u636e\u5e93\u4e2d\u3002\u524d\u7aef\u91c7\u7528Vue.js\u6846\u67b6\u642d\u5efa\u5355\u9875\u5e94\u7528&#xff0c;\u7ed3\u5408Echarts\u53ef\u89c6\u5316\u56fe\u8868\u5e93&#xff0c;\u6e32\u67d3\u96f7\u8fbe\u56fe\u3001\u70ed\u529b\u56fe\u3001\u6298\u7ebf\u56fe\u3001\u6563\u70b9\u56fe\u3001\u73af\u5f62\u56fe\u53ca\u67f1\u72b6\u56fe\u7b49\u591a\u79cd\u590d\u6742\u56fe\u8868\u3002\u524d\u540e\u7aef\u901a\u8fc7\u63a5\u53e3\u8fdb\u884c\u6570\u636e\u4ea4\u4e92&#xff0c;\u5b9e\u73b0\u4e86\u6570\u636e\u5927\u5c4f\u4e0e\u591a\u7ef4\u5ea6\u5206\u6790\u9875\u9762\u7684\u6d41\u7545\u5207\u6362\u4e0e\u52a8\u6001\u4ea4\u4e92&#xff0c;\u6ee1\u8db3\u4e86\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u7684\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u9700\u6c42\u3002<\/p>\n<h2 id=\"%E4%B8%89%E3%80%81%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E5%86%85%E5%AE%B9\">\u4e09\u3001\u9879\u76ee\u5f00\u53d1\u5185\u5bb9<\/h2>\n<p>\u672c\u7cfb\u7edf\u56f4\u7ed5\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u6570\u636e\u7684\u5168\u65b9\u4f4d\u5206\u6790\u5c55\u5f00&#xff0c;\u6db5\u76d6\u667a\u80fd\u4f53\u8868\u73b0\u3001\u52a8\u4f5c\u7b56\u7565\u3001\u8f68\u8ff9\u56de\u62a5\u3001\u6df1\u5ea6\u6316\u6398\u56db\u4e2a\u6838\u5fc3\u7ef4\u5ea6&#xff0c;\u901a\u8fc7\u591a\u7ef4\u5ea6\u7684\u6570\u636e\u53ef\u89c6\u5316\u56fe\u8868&#xff0c;\u6e05\u6670\u5c55\u73b0\u4e0d\u540c\u7b97\u6cd5\u7684\u4f18\u52a3\u4e0e\u884c\u4e3a\u7279\u5f81&#xff0c;\u652f\u6301\u9f20\u6807\u60ac\u6d6e\u4ea4\u4e92&#xff0c;\u63d0\u4f9b\u8be6\u7ec6\u6570\u636e\u63d0\u793a\u3002\u7cfb\u7edf\u5177\u4f53\u5206\u6790\u5185\u5bb9\u5982\u4e0b&#xff1a;<\/p>\n<li>\n<p>\u667a\u80fd\u4f53\u7c7b\u578b\u5206\u5e03\u4e0e\u7d2f\u8ba1\u56de\u62a5\u5bf9\u6bd4&#xff1a;\u5229\u7528\u73af\u5f62\u56fe\u548c\u6761\u5f62\u56fe\u5c55\u793aQ\u5b66\u4e60\u3001\u6df1\u5ea6Q\u7f51\u7edc\u3001\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\u4e0e\u968f\u673a\u6e38\u8d70\u7684\u5360\u6bd4\u53ca\u56de\u62a5\u5dee\u5f02&#xff0c;\u968f\u673a\u6e38\u8d70\u56de\u62a5\u6700\u4f4e&#xff08;27.39&#xff09;&#xff0c;\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\u6700\u9ad8&#xff08;115.61&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<p>\u4efb\u52a1\u5b8c\u6210\u7387\u4e0e\u6307\u6807\u5bf9\u6bd4&#xff1a;\u901a\u8fc7\u67f1\u72b6\u56fe\u76f4\u89c2\u5bf9\u6bd4\u5404\u667a\u80fd\u4f53\u4efb\u52a1\u5b8c\u6210\u60c5\u51b5&#xff0c;\u6df1\u5ea6Q\u7f51\u7edc\u4e0e\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\u8fbe\u5230100%&#xff0c;\u968f\u673a\u6e38\u8d70\u4ec529.00%&#xff0c;\u5e76\u7efc\u5408\u5bf9\u6bd4\u5355\u6b65\u56de\u62a5\u3001\u56de\u5408\u6b65\u6570\u4e0e\u7b56\u7565\u71b5\u3002<\/p>\n<\/li>\n<li>\n<p>\u6b65\u5e8f\u56de\u62a5\u8d8b\u52bf\u4e0e\u76ee\u6807\u8ddd\u79bb\u5206\u5e03&#xff1a;\u6298\u7ebf\u56fe\u8ffd\u8e2a\u6bcf\u4e00\u6b65\u7684\u5e73\u5747\u56de\u62a5\u53d8\u5316&#xff08;\u5982\u7b2c3\u6b65\u5e73\u5747\u56de\u62a50.63&#xff09;&#xff0c;\u63ed\u793a\u667a\u80fd\u4f53\u968f\u65f6\u95f4\u6b65\u7684\u5b66\u4e60\u8fdb\u5c55\u3002<\/p>\n<\/li>\n<li>\n<p>\u52a8\u4f5c\u9009\u62e9\u5360\u6bd4\u4e0e\u65b9\u5411\u504f\u597d\u70ed\u529b&#xff1a;\u73af\u5f62\u56fe\u63ed\u793a\u667a\u80fd\u4f53\u66f4\u503e\u5411\u4e8e\u201c\u4e0b\u201d\u548c\u201c\u53f3\u201d&#xff08;\u5404\u536042%&#xff09;&#xff0c;\u7ed3\u5408\u70ed\u529b\u56fe\u5206\u6790\u4e0d\u540c\u667a\u80fd\u4f53\u5728\u4e0d\u540c\u65b9\u5411\u4e0a\u7684\u79fb\u52a8\u504f\u597d\u3002<\/p>\n<\/li>\n<li>\n<p>\u7b56\u7565\u71b5\u5206\u5e03\u4e0e\u52a8\u4f5c\u5e8f\u5217\u6a21\u5f0fTop15&#xff1a;\u5206\u7ec4\u67f1\u72b6\u56fe\u5c55\u793a\u5404\u667a\u80fd\u4f53\u5728\u6781\u4f4e\u71b5\u3001\u4f4e\u71b5\u3001\u4e2d\u71b5\u3001\u9ad8\u71b5\u533a\u57df\u7684\u5206\u5e03&#xff0c;\u5206\u6790\u7b56\u7565\u7684\u786e\u5b9a\u6027&#xff1b;\u6761\u5f62\u56fe\u5217\u51fa\u51fa\u73b0\u9891\u7387\u6700\u9ad8\u7684\u52a8\u4f5c\u7ec4\u5408&#xff08;\u5982\u201c\u53f3-&gt;\u53f3\u201d&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f4d\u7f6e\u8bbf\u95ee\u70ed\u529b\u4e0e\u8f68\u8ff9\u5f02\u5e38\u5206\u5e03&#xff1a;\u70ed\u529b\u56fe\u5c55\u793a\u667a\u80fd\u4f53\u5728\u4e8c\u7ef4\u5750\u6807\u7f51\u683c\u4e2d\u7684\u9a7b\u7559\u9891\u6b21&#xff08;\u5982\u5750\u6807[2,0]\u8bbf\u95ee96\u6b21&#xff09;&#xff0c;\u5e76\u5206\u6790\u8f68\u8ff9\u662f\u5426\u5b58\u5728\u5f02\u5e38&#xff08;\u201c\u5426\u201d\u5360\u5927\u591a\u6570&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<p>\u56de\u5408\u805a\u7c7b\u753b\u50cf\u4e0e\u7ec8\u5c40\u56de\u62a5\u6392\u884cTop15&#xff1a;\u57fa\u4e8eK-Means\u7b97\u6cd5\u5c06\u56de\u5408\u5212\u5206\u4e3a\u6781\u4f4e\u56de\u62a5\u3001\u4e2d\u56de\u62a5\u3001\u4f4e\u56de\u62a5\u6a21\u578b&#xff0c;\u901a\u8fc7\u67f1\u72b6\u56fe\u5bf9\u6bd4\u805a\u7c7b\u4e2d\u5fc3&#xff1b;\u6392\u884c\u699c\u5217\u51fa\u7ec8\u5c40\u56de\u62a5\u6700\u9ad8\u7684\u667a\u80fd\u4f53&#xff08;\u5982EP-00111\u7b49&#xff0c;\u5747\u4e3a117.00&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<p>\u5355\u6b65\u56de\u62a5\u5206\u5e03\u4e0e\u56de\u5408\u6b65\u957f\u5bf9\u6bd4&#xff1a;\u73af\u5f62\u56fe\u89e3\u6790\u5e38\u89c4\u6b65\u8fdb&#xff08;79%&#xff09;\u3001\u8f7b\u5fae\u60e9\u7f5a&#xff08;15%&#xff09;\u7b49\u5956\u52b1\u6784\u6210&#xff1b;\u5206\u7ec4\u67f1\u72b6\u56fe\u5bf9\u6bd4\u4e0d\u540c\u7b97\u6cd5\u7684\u5e73\u5747\u6b65\u6570\u4e0e\u4e2d\u4f4d\u6b65\u6570&#xff0c;\u968f\u673a\u6e38\u8d70\u6b65\u6570\u6700\u957f\u3002<\/p>\n<\/li>\n<li>\n<p>\u65b9\u5411\u504f\u597d\u96f7\u8fbe\u4e0e\u7ec8\u5c40\u56de\u62a5\u6563\u70b9&#xff1a;\u96f7\u8fbe\u56fe\u5c55\u793a\u667a\u80fd\u4f53\u5728\u4e0a\u3001\u4e0b\u3001\u5de6\u3001\u53f3\u56db\u4e2a\u65b9\u5411\u7684\u504f\u597d\u503e\u5411&#xff1b;\u6563\u70b9\u56fe\u5c55\u793a\u7ec8\u5c40\u56de\u62a5\u4e0e\u6392\u540d\u7684\u5206\u5e03\u5173\u7cfb\u3002<\/p>\n<\/li>\n<h2 id=\"%E5%9B%9B%E3%80%81%E9%A1%B9%E7%9B%AE%E5%B1%95%E7%A4%BA\">\u56db\u3001\u9879\u76ee\u5c55\u793a<\/h2>\n<p style=\"text-align:center\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929154849-6abbdde123aa9.png\" \/><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929154850-6abbdde27ca45.png\" \/><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929154851-6abbdde332aad.png\" \/><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929154851-6abbdde3dc2f9.png\" \/><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929154852-6abbdde4a181e.png\" \/><\/p>\n<h2 id=\"%E4%BA%94%E3%80%81%E9%A1%B9%E7%9B%AE%E7%9B%B8%E5%85%B3%E4%BB%A3%E7%A0%81\">\u4e94\u3001\u9879\u76ee\u76f8\u5173\u4ee3\u7801<\/h2>\n<p>const initCharts &#061; () &#061;&gt; {<br \/>\n  \/\/ 1. \u6b65\u5e8f\u56de\u62a5\u8d8b\u52bf (\u6298\u7ebf\u56fe)<br \/>\n  const stepReturnChart &#061; echarts.init(stepReturnChartRef.value);<br \/>\n  stepReturnChart.setOption({<br \/>\n    title: { text: &#039;\u6b65\u5e8f\u56de\u62a5\u8d8b\u52bf&#039;, textStyle: { color: &#039;#fff&#039;, fontSize: 14 } },<br \/>\n    tooltip: { trigger: &#039;axis&#039; },<br \/>\n    xAxis: {<br \/>\n      type: &#039;category&#039;,<br \/>\n      data: Array.from({ length: 50 }, (_, i) &#061;&gt; &#096;\u7b2c${i &#043; 1}\u6b65&#096;),<br \/>\n      axisLabel: { color: &#039;#ccc&#039;, rotate: 45 }<br \/>\n    },<br \/>\n    yAxis: { type: &#039;value&#039;, name: &#039;\u5e73\u5747\u56de\u62a5&#039;, axisLabel: { color: &#039;#ccc&#039; }, nameTextStyle: { color: &#039;#ccc&#039; } },<br \/>\n    series: [{<br \/>\n      data: [0.63, 0.62, 0.66, 0.63, 0.64, 0.62, 0.63, 0.65, 0.63, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 12.14, 17.01, 4.34, 19.19, 18.36, 10.57, 13.63, 15.07, 14.72, 11.55, 8.74, 6.32, 7.55, 5.18, 5.66, 2.34, 2.40, 1.16, 3.44, 0.54, 0.62, 0.63, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64, 0.64],<br \/>\n      type: &#039;line&#039;,<br \/>\n      smooth: true,<br \/>\n      itemStyle: { color: &#039;#52c41a&#039; },<br \/>\n      lineStyle: { width: 2 },<br \/>\n      symbol: &#039;circle&#039;,<br \/>\n      symbolSize: 6<br \/>\n    }]<br \/>\n  });<br \/>\n  chartInstances.push(stepReturnChart);<\/p>\n<p>  \/\/ 2. \u65b9\u5411\u504f\u597d\u96f7\u8fbe (\u96f7\u8fbe\u56fe)<br \/>\n  const directionRadarChart &#061; echarts.init(directionRadarChartRef.value);<br \/>\n  directionRadarChart.setOption({<br \/>\n    title: { text: &#039;\u65b9\u5411\u504f\u597d\u96f7\u8fbe&#039;, textStyle: { color: &#039;#fff&#039;, fontSize: 14 } },<br \/>\n    tooltip: {},<br \/>\n    legend: { data: [&#039;Q\u5b66\u4e60&#039;, &#039;\u6df1\u5ea6Q\u7f51\u7edc&#039;, &#039;\u8fd1\u7aef\u7b56\u7565\u4f18\u5316&#039;, &#039;\u968f\u673a\u6e38\u8d70&#039;], textStyle: { color: &#039;#ccc&#039; }, bottom: 0 },<br \/>\n    radar: {<br \/>\n      indicator: [<br \/>\n        { name: &#039;\u4e0a&#039;, max: 100 },<br \/>\n        { name: &#039;\u4e0b&#039;, max: 100 },<br \/>\n        { name: &#039;\u5de6&#039;, max: 100 },<br \/>\n        { name: &#039;\u53f3&#039;, max: 100 }<br \/>\n      ],<br \/>\n      axisName: { color: &#039;#ccc&#039; },<br \/>\n      splitLine: { lineStyle: { color: &#039;rgba(255,255,255,0.2)&#039; } },<br \/>\n      splitArea: { areaStyle: { color: [&#039;rgba(255,255,255,0.05)&#039;, &#039;rgba(255,255,255,0.1)&#039;] } }<br \/>\n    },<br \/>\n    series: [{<br \/>\n      type: &#039;radar&#039;,<br \/>\n      data: [<br \/>\n        { value: [10, 45, 10, 35], name: &#039;Q\u5b66\u4e60&#039;, itemStyle: { color: &#039;#52c41a&#039; } },<br \/>\n        { value: [15, 40, 15, 30], name: &#039;\u6df1\u5ea6Q\u7f51\u7edc&#039;, itemStyle: { color: &#039;#eb2f96&#039; } },<br \/>\n        { value: [12, 42, 12, 34], name: &#039;\u8fd1\u7aef\u7b56\u7565\u4f18\u5316&#039;, itemStyle: { color: &#039;#fa8c16&#039; } },<br \/>\n        { value: [25, 25, 25, 25], name: &#039;\u968f\u673a\u6e38\u8d70&#039;, itemStyle: { color: &#039;#13c2c2&#039; } }<br \/>\n      ]<br \/>\n    }]<br \/>\n  });<br \/>\n  chartInstances.push(directionRadarChart);<\/p>\n<p>  \/\/ 3. \u7d2f\u8ba1\u56de\u62a5\u5bf9\u6bd4 (\u6a2a\u5411\u67f1\u72b6\u56fe)<br \/>\n  const cumulativeReturnChart &#061; echarts.init(cumulativeReturnChartRef.value);<br \/>\n  cumulativeReturnChart.setOption({<br \/>\n    title: { text: &#039;\u7d2f\u8ba1\u56de\u62a5\u5bf9\u6bd4&#039;, textStyle: { color: &#039;#fff&#039;, fontSize: 14 } },<br \/>\n    tooltip: { trigger: &#039;axis&#039;, axisPointer: { type: &#039;shadow&#039; } },<br \/>\n    grid: { left: &#039;20%&#039;, right: &#039;10%&#039;, top: &#039;15%&#039;, bottom: &#039;10%&#039; },<br \/>\n    xAxis: { type: &#039;value&#039;, name: &#039;\u5e73\u5747\u7d2f\u8ba1\u56de\u62a5&#039;, axisLabel: { color: &#039;#ccc&#039; }, nameTextStyle: { color: &#039;#ccc&#039; } },<br \/>\n    yAxis: {<br \/>\n      type: &#039;category&#039;,<br \/>\n      data: [&#039;\u968f\u673a\u6e38\u8d70&#039;, &#039;Q\u5b66\u4e60&#039;, &#039;\u6df1\u5ea6Q\u7f51\u7edc&#039;, &#039;\u8fd1\u7aef\u7b56\u7565\u4f18\u5316&#039;],<br \/>\n      axisLabel: { color: &#039;#ccc&#039; }<br \/>\n    },<br \/>\n    series: [{<br \/>\n      data: [<br \/>\n        { value: 27.39, itemStyle: { color: &#039;#13c2c2&#039; } },<br \/>\n        { value: 112.35, itemStyle: { color: &#039;#fa8c16&#039; } },<br \/>\n        { value: 115.07, itemStyle: { color: &#039;#eb2f <\/p>\n<h2 id=\"%E5%85%AD%E3%80%81%E6%9C%80%E5%90%8E\">\u516d\u3001\u6700\u540e<\/h2>\n<p>\u00a0\u66f4\u591a\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u5206\u4eab\u3001\u9009\u9898\u5206\u4eab\u53ef\u4ee5\u70b9\u51fb\u4e0b\u65b9<\/p>\n<p>\u5927\u6570\u636e\u9879\u76ee<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u76ee\u5f55<br \/>\n\u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49<br \/>\n\u4e8c\u3001\u9879\u76ee\u5f00\u53d1\u6280\u672f<br \/>\n\u4e09\u3001\u9879\u76ee\u5f00\u53d1\u5185\u5bb9<br \/>\n\u56db\u3001\u9879\u76ee\u5c55\u793a<br \/>\n\u4e94\u3001\u9879\u76ee\u76f8\u5173\u4ee3\u7801<br \/>\n\u516d\u3001\u6700\u540e \u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49<br \/>\n\u968f\u7740\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u7684\u6df1\u5165\u53d1\u5c55&#xff0c;\u667a\u80fd\u4f53\u5728\u590d\u6742\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4ea7\u751f\u4e86\u6d77\u91cf\u7684\u9ad8\u7ef4\u8f68\u8ff9\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u6db5\u76d6\u4e86\u6b65\u5e8f\u56de\u62a5\u3001\u52a8\u4f5c\u5e8f\u5217\u3001\u4f4d\u7f6e\u5750\u6807\u3001\u7b56\u7565\u71b5\u7b49\u6781\u5176\u4e30\u5bcc\u7684\u4fe1\u606f\u3002\u4f20\u7edf\u7684\u8868\u683c\u4e0e\u6587\u672c\u65e5\u5fd7\u96be\u4ee5\u76f4\u89c2\u5448\u73b0\u667a\u80fd\u4f53\u7684\u5b66\u4e60\u6f14\u8fdb\u8fc7\u7a0b\u4e0e\u884c\u4e3a\u7279\u5f81&#xff0c;\u5bfc\u81f4\u7b97\u6cd5\u8c03\u4f18\u4e0e\u6027\u80fd\u8bc4\u4f30\u9762\u4e34\u5de8\u5927\u6311\u6218\u3002\u57fa\u4e8e\u5927\u6570\u636e\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u7cfb\u7edf\u6b63\u662f\u5728\u6b64<\/p>\n","protected":false},"author":2,"featured_media":110953,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11653,5296,365,62,207,938],"topic":[],"class_list":["post-110958","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-11653","tag-kmeans","tag-spark","tag-62","tag-207","tag-938"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/110958.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u76ee\u5f55 \u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49 \u4e8c\u3001\u9879\u76ee\u5f00\u53d1\u6280\u672f \u4e09\u3001\u9879\u76ee\u5f00\u53d1\u5185\u5bb9 \u56db\u3001\u9879\u76ee\u5c55\u793a \u4e94\u3001\u9879\u76ee\u76f8\u5173\u4ee3\u7801 \u516d\u3001\u6700\u540e \u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49 \u968f\u7740\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u7684\u6df1\u5165\u53d1\u5c55&#xff0c;\u667a\u80fd\u4f53\u5728\u590d\u6742\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4ea7\u751f\u4e86\u6d77\u91cf\u7684\u9ad8\u7ef4\u8f68\u8ff9\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u6db5\u76d6\u4e86\u6b65\u5e8f\u56de\u62a5\u3001\u52a8\u4f5c\u5e8f\u5217\u3001\u4f4d\u7f6e\u5750\u6807\u3001\u7b56\u7565\u71b5\u7b49\u6781\u5176\u4e30\u5bcc\u7684\u4fe1\u606f\u3002\u4f20\u7edf\u7684\u8868\u683c\u4e0e\u6587\u672c\u65e5\u5fd7\u96be\u4ee5\u76f4\u89c2\u5448\u73b0\u667a\u80fd\u4f53\u7684\u5b66\u4e60\u6f14\u8fdb\u8fc7\u7a0b\u4e0e\u884c\u4e3a\u7279\u5f81&#xff0c;\u5bfc\u81f4\u7b97\u6cd5\u8c03\u4f18\u4e0e\u6027\u80fd\u8bc4\u4f30\u9762\u4e34\u5de8\u5927\u6311\u6218\u3002\u57fa\u4e8e\u5927\u6570\u636e\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u7cfb\u7edf\u6b63\u662f\u5728\u6b64\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/110958.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-29T15:48:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929154849-6abbdde123aa9.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/110958.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/110958.html\",\"name\":\"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-29T15:48:54+00:00\",\"dateModified\":\"2026-09-29T15:48:54+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/110958.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/110958.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/110958.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/110958.html","og_locale":"zh_CN","og_type":"article","og_title":"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u76ee\u5f55 \u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49 \u4e8c\u3001\u9879\u76ee\u5f00\u53d1\u6280\u672f \u4e09\u3001\u9879\u76ee\u5f00\u53d1\u5185\u5bb9 \u56db\u3001\u9879\u76ee\u5c55\u793a \u4e94\u3001\u9879\u76ee\u76f8\u5173\u4ee3\u7801 \u516d\u3001\u6700\u540e \u4e00\u3001\u9879\u76ee\u5f00\u53d1\u80cc\u666f\u610f\u4e49 \u968f\u7740\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u7684\u6df1\u5165\u53d1\u5c55&#xff0c;\u667a\u80fd\u4f53\u5728\u590d\u6742\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4ea7\u751f\u4e86\u6d77\u91cf\u7684\u9ad8\u7ef4\u8f68\u8ff9\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u6db5\u76d6\u4e86\u6b65\u5e8f\u56de\u62a5\u3001\u52a8\u4f5c\u5e8f\u5217\u3001\u4f4d\u7f6e\u5750\u6807\u3001\u7b56\u7565\u71b5\u7b49\u6781\u5176\u4e30\u5bcc\u7684\u4fe1\u606f\u3002\u4f20\u7edf\u7684\u8868\u683c\u4e0e\u6587\u672c\u65e5\u5fd7\u96be\u4ee5\u76f4\u89c2\u5448\u73b0\u667a\u80fd\u4f53\u7684\u5b66\u4e60\u6f14\u8fdb\u8fc7\u7a0b\u4e0e\u884c\u4e3a\u7279\u5f81&#xff0c;\u5bfc\u81f4\u7b97\u6cd5\u8c03\u4f18\u4e0e\u6027\u80fd\u8bc4\u4f30\u9762\u4e34\u5de8\u5927\u6311\u6218\u3002\u57fa\u4e8e\u5927\u6570\u636e\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u7cfb\u7edf\u6b63\u662f\u5728\u6b64","og_url":"https:\/\/www.wsisp.com\/helps\/110958.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-29T15:48:54+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929154849-6abbdde123aa9.png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/110958.html","url":"https:\/\/www.wsisp.com\/helps\/110958.html","name":"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-29T15:48:54+00:00","dateModified":"2026-09-29T15:48:54+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/110958.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/110958.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/110958.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u3010\u5927\u6570\u636e\u6bd5\u8bbe\u9879\u76ee\u3011\u57fa\u4e8eK-Means\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u8f68\u8ff9\u5206\u6790\u4e0e\u76d1\u63a7\u7cfb\u7edf\\\\\u9762\u5411\u7b56\u7565\u4f18\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u667a\u80fd\u4f53\u884c\u4e3a\u8f68\u8ff9\u53ef\u89c6\u5316\u7814\u7a76"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/110958","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=110958"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/110958\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/110953"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=110958"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=110958"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=110958"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=110958"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}