{"id":72557,"date":"2026-02-05T23:25:29","date_gmt":"2026-02-05T15:25:29","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/72557.html"},"modified":"2026-02-05T23:25:29","modified_gmt":"2026-02-05T15:25:29","slug":"%e3%80%90%e7%8b%ac%e5%ae%b6%e5%8e%9f%e5%88%9b%e3%80%91%e5%9f%ba%e4%ba%8ek%e5%9d%87%e5%80%bc%e8%81%9a%e7%b1%bbknn-lstm-rf%e6%95%b0%e6%8d%ae%e5%a1%ab%e8%a1%a5%e7%9a%84%e6%97%b6%e5%ba%8f%e6%95%b0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/72557.html","title":{"rendered":"\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801"},"content":{"rendered":"<p id=\"main-toc\">\u76ee\u5f55<\/p>\n<p id=\"1%E3%80%81%E4%BB%A3%E7%A0%81%E7%AE%80%E4%BB%8B-toc\" style=\"margin-left:0px\">1\u3001\u4ee3\u7801\u7b80\u4ecb<\/p>\n<p id=\"2%E3%80%81%E4%BB%A3%E7%A0%81%E8%BF%90%E8%A1%8C%E7%BB%93%E6%9E%9C%E5%B1%95%E7%A4%BA-toc\" style=\"margin-left:0px\">2\u3001\u4ee3\u7801\u8fd0\u884c\u7ed3\u679c\u5c55\u793a<\/p>\n<p id=\"3%E3%80%81%E4%BB%A3%E7%A0%81%E8%8E%B7%E5%8F%96-toc\" style=\"margin-left:0px\">3\u3001\u4ee3\u7801\u83b7\u53d6<\/p>\n<hr id=\"hr-toc\" \/>\n<h2 id=\"1%E3%80%81%E4%BB%A3%E7%A0%81%E7%AE%80%E4%BB%8B\">1\u3001\u4ee3\u7801\u7b80\u4ecb<\/h2>\n<p>\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b&#043;KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 (\u591a\u8f93\u5165\u5355\u8f93\u51fa)<\/p>\n<h4>\u521b\u65b0\u70b9\u53d9\u8ff0&#xff1a;<\/h4>\n<p>\u521b\u65b01&#xff1a;<\/p>\n<p>\u878d\u5408\u7edf\u8ba1&#xff08;3\u03c3&#xff09;\u3001\u5c40\u90e8&#xff08;\u6ed1\u52a8\u7a97\u53e3Z-score&#xff09;\u3001\u5206\u5e03&#xff08;IQR&#xff09;\u548c\u8d8b\u52bf&#xff08;\u4e00\u9636\u5dee\u5206&#xff09;\u56db\u7c7b\u65b9\u6cd5&#xff0c;\u901a\u8fc7&#034;\u9700\u81f3\u5c11\u4e24\u79cd\u65b9\u6cd5\u540c\u65f6\u5224\u5b9a&#034;\u7684\u7ec4\u5408\u7b56\u7565&#xff0c;\u5c06\u8bef\u62a5\u7387\u964d\u4f4e62%&#xff0c;\u7cbe\u51c6\u5ea6\u63d0\u5347\u81f394.3%&#xff0c;\u6709\u6548\u533a\u5206\u6b63\u5e38\u6ce2\u52a8\u4e0e\u771f\u5b9e\u5f02\u5e38\u3002<\/p>\n<p>\u521b\u65b02&#xff1a;<\/p>\n<p>\u91c7\u7528K-means&#043;KNN-LSTM-RF\u534f\u540c\u586b\u8865\u67b6\u6784&#xff0c;\u5404\u6a21\u578b\u4f18\u52bf\u4e92\u8865&#xff1a;<\/p>\n<p>K-means&#xff1a;\u6570\u636e\u6e05\u6d17<\/p>\n<p>KNN\u6a21\u578b&#xff1a;\u57fa\u4e8e\u5c40\u90e8\u76f8\u4f3c\u6027&#xff0c;\u5229\u7528\u7a7a\u95f4\u76f8\u5173\u6027\u586b\u8865<\/p>\n<p>LSTM\u6a21\u578b&#xff1a;\u6355\u6349\u65f6\u5e8f\u4f9d\u8d56\u5173\u7cfb&#xff0c;\u5904\u7406\u5468\u671f\u6027\u5f02\u5e38<\/p>\n<p>\u968f\u673a\u68ee\u6797RF\u6a21\u578b&#xff1a;\u975e\u7ebf\u6027\u62df\u5408\u80fd\u529b\u5f3a&#xff0c;\u5904\u7406\u590d\u6742\u7279\u5f81\u4ea4\u4e92<\/p>\n<p>\u901a\u8fc7\u81ea\u9002\u5e94\u52a0\u6743\u878d\u5408&#xff08;KNN 40% &#043; LSTM 30% &#043; RF 30%&#xff09;&#xff0c;\u586b\u8865\u8bef\u5dee\u76f8\u6bd4\u5355\u4e00\u6a21\u578b\u964d\u4f4e&#xff0c;\u586b\u8865\u540e\u7684\u81ea\u76f8\u5173\u7cfb\u6570\u4fdd\u6301\u7387\u5927\u5e45\u63d0\u9ad8\u3002<\/p>\n<h4>\u521b\u65b0\u4eae\u70b9&#xff1a;<\/h4>\n<p>1. \u8ddd\u79bb\u5ea6\u91cf\u81ea\u9002\u5e94&#xff1a;\u652f\u6301\u6b27\u6c0f\/\u66fc\u54c8\u987f\/\u5207\u6bd4\u96ea\u592b\u8ddd\u79bb<\/p>\n<p>2. \u805a\u7c7b\u6570\u52a8\u6001\u4f18\u5316&#xff1a;\u57fa\u4e8e\u8098\u90e8\u6cd5\u5219\u81ea\u52a8\u9009\u62e9\u6700\u4f73k\u503c<\/p>\n<p>3. \u591a\u91cd\u542f\u52a8\u4fdd\u969c&#xff1a;10\u6b21\u91cd\u590d\u8fd0\u884c\u907f\u514d\u5c40\u90e8\u6700\u4f18<\/p>\n<p>4. \u9c81\u68d2\u6027\u589e\u5f3a&#xff1a;\u5f02\u5e38\u6807\u7b7e\u9a8c\u8bc1\u4e0e\u4fee\u590d\u673a\u5236<\/p>\n<h4>\u56fe\u50cf\u7b80\u4ecb&#xff1a;<\/h4>\n<p>1. \u6570\u636e\u8d28\u91cf\u89c6\u56fe&#xff1a;\u5206\u5e03\u76f4\u65b9\u56fe\u3001\u7bb1\u7ebf\u56fe\u3001QQ\u56fe<\/p>\n<p>2. \u5f02\u5e38\u5206\u6790\u89c6\u56fe&#xff1a;\u65f6\u7a7a\u5206\u5e03\u3001\u5206\u6570\u70ed\u56fe\u3001\u5206\u7c7b\u5bf9\u6bd4<\/p>\n<p>3. \u586b\u8865\u6548\u679c\u89c6\u56fe&#xff1a;\u524d\u540e\u5bf9\u6bd4\u3001\u8bef\u5dee\u5206\u5e03\u3001\u6a21\u578b\u8d21\u732e<\/p>\n<p>4. \u6027\u80fd\u8bc4\u4f30\u89c6\u56fe&#xff1a;\u81ea\u76f8\u5173\u5bf9\u6bd4\u3001\u586b\u8865\u65b9\u6cd5\u7edf\u8ba1<\/p>\n<p>\u672c\u6570\u636e\u5f02\u5e38\u5904\u7406\u7cfb\u7edf\u5c06\u4f20\u7edf\u7edf\u8ba1\u65b9\u6cd5\u4e0e\u673a\u5668\u5b66\u4e60\u6df1\u5ea6\u878d\u5408&#xff0c;\u901a\u8fc7\u521b\u65b0\u7684\u591a\u6a21\u578b\u534f\u4f5c\u67b6\u6784\u548c\u81ea\u9002\u5e94\u5904\u7406\u673a\u5236&#xff0c;\u5b9e\u73b0\u4e86\u5f02\u5e38\u68c0\u6d4b\u7684\u9ad8\u7cbe\u51c6\u5ea6\u548c\u6570\u636e\u586b\u8865\u7684\u9ad8\u4fdd\u771f\u5ea6&#xff0c;\u4e3a\u98ce\u7535\u6570\u636e\u8d28\u91cf\u63a7\u5236\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u667a\u80fd\u5316\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u6ce8&#xff1a;<\/p>\n<p>1\ufe0f\u20e3\u3001\u8fd0\u884c\u73af\u5883\u8981\u6c42MATLAB\u7248\u672c\u4e3a2020b\u53ca\u5176\u4ee5\u4e0a\u3002<\/p>\n<p>2\ufe0f\u20e3\u3001\u56fe\u5f88\u591a&#xff0c;\u7b26\u5408\u60a8\u7684\u9700\u8981<\/p>\n<p>3\ufe0f\u20e3\u3001\u4ee3\u7801\u4e2d\u6587\u6ce8\u91ca\u6e05\u6670&#xff0c;\u8d28\u91cf\u6781\u9ad8<\/p>\n<p>4\ufe0f\u20e3\u3001\u8d60\u9001\u6d4b\u8bd5\u6570\u636e\u96c6&#xff0c;\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c\u6e90\u7a0b\u5e8f\u3002\u66ff\u6362\u4f60\u7684\u6570\u636e\u5373\u53ef\u7528 \u9002\u5408\u65b0\u624b\u5c0f\u767d<\/p>\n<h2 id=\"2%E3%80%81%E4%BB%A3%E7%A0%81%E8%BF%90%E8%A1%8C%E7%BB%93%E6%9E%9C%E5%B1%95%E7%A4%BA\" style=\"background-color:transparent\">2\u3001\u4ee3\u7801\u8fd0\u884c\u7ed3\u679c\u5c55\u793a<\/h2>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1274\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152522-6984b6629a0d1.png\" width=\"2099\" \/><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1274\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152524-6984b6646868b.png\" width=\"2099\" \/><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1424\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152525-6984b665d49aa.png\" width=\"2099\" \/><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1272\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152527-6984b66784240.png\" width=\"1457\" \/><\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"993\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152528-6984b66829abc.png\" width=\"1128\" \/><\/p>\n<h2 id=\"3%E3%80%81%E4%BB%A3%E7%A0%81%E8%8E%B7%E5%8F%96\" style=\"background-color:transparent\">3\u3001\u4ee3\u7801\u83b7\u53d6<\/h2>\n<p style=\"text-align:center\"><span style=\"color:#fe2c24\">\u70b9\u51fb\u4e0b\u65b9\u4e86\u89e3\u66f4\u591a&#xff01;<\/span><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152528-6984b668ae4c9.jpg\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u5f55<br \/>\n1\u3001\u4ee3\u7801\u7b80\u4ecb<br \/>\n2\u3001\u4ee3\u7801\u8fd0\u884c\u7ed3\u679c\u5c55\u793a<br \/>\n3\u3001\u4ee3\u7801\u83b7\u53d6 1\u3001\u4ee3\u7801\u7b80\u4ecb<br \/>\n\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7bKNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 (\u591a\u8f93\u5165\u5355\u8f93\u51fa)<br \/>\n\u521b\u65b0\u70b9\u53d9\u8ff0&#xff1a;<br \/>\n\u521b\u65b01&#xff1a;<br \/>\n\u878d\u5408\u7edf\u8ba1&#xff08;3\u03c3&#xff09;\u3001\u5c40\u90e8&#xff08;\u6ed1\u52a8\u7a97\u53e3Z-score&#xff09;\u3001\u5206\u5e03&#xff08;IQR&#xff09;\u548c\u8d8b\u52bf&#xff08;\u4e00\u9636\u5dee\u5206&#xff09;\u56db\u7c7b\u65b9\u6cd5&#xff0c;\u901a\u8fc7\\&#8221;\u9700\u81f3\u5c11\u4e24\u79cd\u65b9<\/p>\n","protected":false},"author":2,"featured_media":72551,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[7634,7632,7635,7633,7636,2951,5350],"topic":[],"class_list":["post-72557","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-knn","tag-k","tag-rf","tag-7633","tag-7636","tag-lstm","tag-5350"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 - \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\/72557.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u76ee\u5f55 1\u3001\u4ee3\u7801\u7b80\u4ecb 2\u3001\u4ee3\u7801\u8fd0\u884c\u7ed3\u679c\u5c55\u793a 3\u3001\u4ee3\u7801\u83b7\u53d6 1\u3001\u4ee3\u7801\u7b80\u4ecb \u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7bKNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 (\u591a\u8f93\u5165\u5355\u8f93\u51fa) \u521b\u65b0\u70b9\u53d9\u8ff0&#xff1a; \u521b\u65b01&#xff1a; \u878d\u5408\u7edf\u8ba1&#xff08;3\u03c3&#xff09;\u3001\u5c40\u90e8&#xff08;\u6ed1\u52a8\u7a97\u53e3Z-score&#xff09;\u3001\u5206\u5e03&#xff08;IQR&#xff09;\u548c\u8d8b\u52bf&#xff08;\u4e00\u9636\u5dee\u5206&#xff09;\u56db\u7c7b\u65b9\u6cd5&#xff0c;\u901a\u8fc7&quot;\u9700\u81f3\u5c11\u4e24\u79cd\u65b9\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/72557.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-05T15:25:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152522-6984b6629a0d1.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<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/72557.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/72557.html\",\"name\":\"\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-02-05T15:25:29+00:00\",\"dateModified\":\"2026-02-05T15:25:29+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/72557.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/72557.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/72557.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801\"}]},{\"@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\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 - \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\/72557.html","og_locale":"zh_CN","og_type":"article","og_title":"\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u76ee\u5f55 1\u3001\u4ee3\u7801\u7b80\u4ecb 2\u3001\u4ee3\u7801\u8fd0\u884c\u7ed3\u679c\u5c55\u793a 3\u3001\u4ee3\u7801\u83b7\u53d6 1\u3001\u4ee3\u7801\u7b80\u4ecb \u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7bKNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 (\u591a\u8f93\u5165\u5355\u8f93\u51fa) \u521b\u65b0\u70b9\u53d9\u8ff0&#xff1a; \u521b\u65b01&#xff1a; \u878d\u5408\u7edf\u8ba1&#xff08;3\u03c3&#xff09;\u3001\u5c40\u90e8&#xff08;\u6ed1\u52a8\u7a97\u53e3Z-score&#xff09;\u3001\u5206\u5e03&#xff08;IQR&#xff09;\u548c\u8d8b\u52bf&#xff08;\u4e00\u9636\u5dee\u5206&#xff09;\u56db\u7c7b\u65b9\u6cd5&#xff0c;\u901a\u8fc7\"\u9700\u81f3\u5c11\u4e24\u79cd\u65b9","og_url":"https:\/\/www.wsisp.com\/helps\/72557.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-02-05T15:25:29+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205152522-6984b6629a0d1.png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/72557.html","url":"https:\/\/www.wsisp.com\/helps\/72557.html","name":"\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-02-05T15:25:29+00:00","dateModified":"2026-02-05T15:25:29+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/72557.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/72557.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/72557.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u3010\u72ec\u5bb6\u539f\u521b\u3011\u57fa\u4e8eK\u5747\u503c\u805a\u7c7b+KNN-LSTM-RF\u6570\u636e\u586b\u8865\u7684\u65f6\u5e8f\u6570\u636e\u6e05\u6d17\u6a21\u578b Matlab\u4ee3\u7801"}]},{"@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\/72557","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=72557"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/72557\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/72551"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=72557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=72557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=72557"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=72557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}