{"id":188467,"date":"2024-05-09T16:52:27","date_gmt":"2024-05-09T08:52:27","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/188467.html"},"modified":"2024-05-09T16:52:30","modified_gmt":"2024-05-09T08:52:30","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%ba%94%e8%a1%a5%e5%85%85%e5%93%aa%e4%ba%9b%e6%95%b0%e5%ad%a6%e5%9f%ba%e7%a1%80","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/188467.html","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u5e94\u8865\u5145\u54ea\u4e9b\u6570\u5b66\u57fa\u7840"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26094603\/b7d4b06e-971d-4560-a95e-0d8868f92733.webp\" alt=\"\u673a\u5668\u5b66\u4e60\u5e94\u8865\u5145\u54ea\u4e9b\u6570\u5b66\u57fa\u7840\" \/><\/p>\n<p><p><a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u662f\u4e00\u79cd\u4f7f\u8ba1\u7b97\u673a\u83b7\u53d6\u65b0\u77e5\u8bc6\u6216\u4ee5\u65b0\u65b9\u5f0f\u7406\u89e3\u73b0\u6709\u77e5\u8bc6\u7684\u80fd\u529b\uff0c\u5b83\u662f\u5f53\u524d\u548c\u672a\u6765\u6280\u672f\u521b\u65b0\u7684\u91cd\u8981\u9a71\u52a8\u529b\u3002\u8981\u6709\u6548\u5730\u8fdb\u884c\u673a\u5668\u5b66\u4e60\uff0c\u9700\u8981\u8865\u5145\u7684\u6570\u5b66\u57fa\u7840\u4e3b\u8981\u5305\u62ec<strong>\u7ebf\u6027\u4ee3\u6570\u3001\u6982\u7387\u8bba\u4e0e\u6570\u7406\u7edf\u8ba1\u3001\u5fae\u79ef\u5206\u3001\u6700\u4f18\u5316\u7406\u8bba<\/strong>\u7b49\u5173\u952e\u9886\u57df\u3002<strong>\u5176\u4e2d\uff0c\u7ebf\u6027\u4ee3\u6570\u662f\u6784\u5efa\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u57fa\u77f3\uff0c\u5b83\u4e3a\u5904\u7406\u548c\u7406\u89e3\u5927\u578b\u6570\u636e\u96c6\u63d0\u4f9b\u4e86\u4e00\u79cd\u6709\u6548\u7684\u65b9\u6cd5\u6846\u67b6<\/strong>\u3002\u901a\u8fc7\u5bf9\u5411\u91cf\u7a7a\u95f4\u3001\u77e9\u9635\u8fd0\u7b97\u3001\u7279\u5f81\u503c\u548c\u7279\u5f81\u5411\u91cf\u7b49\u6982\u5ff5\u7684\u6df1\u5165\u7406\u89e3\uff0c\u80fd\u591f\u5e2e\u52a9\u89e3\u6790\u6570\u636e\u7ed3\u6784\u3001\u964d\u7ef4\u4ee5\u53ca\u6570\u636e\u7684\u538b\u7f29\u4e0e\u91cd\u6784\uff0c\u8fd9\u5bf9\u4e8e\u5b9e\u73b0\u7b97\u6cd5\u7684\u6548\u7387\u548c\u6548\u679c\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u7ebf\u6027\u4ee3\u6570<\/h3>\n<\/p>\n<p><p>\u7ebf\u6027\u4ee3\u6570\u662f\u7814\u7a76\u7ebf\u6027\u7a7a\u95f4\u548c\u7ebf\u6027\u6620\u5c04\u7684\u6570\u5b66\u5206\u652f\uff0c\u5b83\u4e3a\u6570\u636e\u8868\u793a\u548c\u5904\u7406\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u5de5\u5177\uff0c\u7279\u522b\u662f\u5728\u5904\u7406\u591a\u7ef4\u6570\u636e\u65f6\u3002\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u6570\u636e\u70b9\u901a\u5e38\u4ee5\u5411\u91cf\u7684\u5f62\u5f0f\u51fa\u73b0\uff0c\u800c\u6570\u636e\u96c6\u5408\u5219\u8868\u73b0\u4e3a\u77e9\u9635\u3002\u56e0\u6b64\uff0c\u5bf9\u7ebf\u6027\u4ee3\u6570\u7684\u7406\u89e3\u662f\u63d0\u9ad8\u673a\u5668\u5b66\u4e60\u6548\u7387\u7684\u5173\u952e\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u77e9\u9635\u8fd0\u7b97<\/strong>\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u7ecf\u5e38\u9047\u5230\u7684\u8ba1\u7b97\u8fc7\u7a0b\uff0c\u5305\u62ec\u77e9\u9635\u4e58\u6cd5\u3001\u8f6c\u7f6e\u3001\u9006\u4ee5\u53ca\u7279\u5f81\u5206\u89e3\u7b49\u3002\u901a\u8fc7\u77e9\u9635\u8fd0\u7b97\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u5b8c\u6210\u6570\u636e\u7684\u53d8\u6362\u3001\u964d\u7ef4\u548c\u5206\u7c7b\u7b49\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u5c31\u662f\u901a\u8fc7\u77e9\u9635\u7684\u7279\u5f81\u5206\u89e3\u6765\u5b9e\u73b0\u6570\u636e\u964d\u7ef4\u7684\u3002<\/li>\n<li><strong>\u5411\u91cf\u7a7a\u95f4<\/strong>\u7684\u7406\u89e3\u5bf9\u4e8e\u7406\u89e3\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e2d\u7684\u51e0\u4f55\u76f4\u89c2\u4e5f\u975e\u5e38\u91cd\u8981\u3002\u4f8b\u5982\uff0c\u5728\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u4e2d\uff0c\u76ee\u6807\u662f\u627e\u5230\u80fd\u591f\u6700\u597d\u5730\u5206\u9694\u4e0d\u540c\u7c7b\u522b\u6570\u636e\u70b9\u7684\u8d85\u5e73\u9762\uff0c\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u5229\u7528\u5411\u91cf\u7a7a\u95f4\u7684\u6982\u5ff5\u3002<\/li>\n<\/ul>\n<p><h3>\u4e8c\u3001\u6982\u7387\u8bba\u4e0e\u6570\u7406\u7edf\u8ba1<\/h3>\n<\/p>\n<p><p>\u6982\u7387\u8bba\u4e0e\u6570\u7406\u7edf\u8ba1\u662f\u5904\u7406\u548c\u5206\u6790\u4e0d\u786e\u5b9a\u6027\u7684\u6570\u5b66\u5de5\u5177\u3002\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u6570\u636e\u7684\u4e0d\u786e\u5b9a\u6027\u662f\u5e38\u89c1\u7684\uff0c\u56e0\u6b64\uff0c\u8fd9\u4e9b\u6570\u5b66\u5de5\u5177\u5bf9\u4e8e\u5efa\u6a21\u548c\u51b3\u7b56\u8fc7\u7a0b\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u6982\u7387\u5206\u5e03\u3001\u671f\u671b\u3001\u65b9\u5dee<\/strong>\u7b49\u6982\u5ff5\u5728\u7406\u89e3\u6570\u636e\u7279\u6027\u4ee5\u53ca\u6a21\u578b\u7684\u9884\u6d4b\u884c\u4e3a\u4e2d\u626e\u6f14\u91cd\u8981\u89d2\u8272\u3002\u901a\u8fc7\u8fd9\u4e9b\u6982\u5ff5\uff0c\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u6982\u7387\u89e3\u91ca\uff0c\u7406\u89e3\u6a21\u578b\u7684\u4e0d\u786e\u5b9a\u6027\u3002<\/li>\n<li><strong>\u5047\u8bbe\u68c0\u9a8c\u548c\u7f6e\u4fe1\u533a\u95f4<\/strong>\u662f\u5728\u6570\u636e\u5206\u6790\u4e2d\u8bc4\u4f30\u7ed3\u679c\u53ef\u4fe1\u5ea6\u7684\u91cd\u8981\u5de5\u5177\u3002\u5b83\u4eec\u5e2e\u52a9\u6211\u4eec\u5728\u7ed9\u5b9a\u7684\u7f6e\u4fe1\u6c34\u5e73\u4e0b\uff0c\u5224\u65ad\u89c2\u5bdf\u5230\u7684\u6570\u636e\u662f\u5426\u5177\u6709\u7edf\u8ba1\u5b66\u610f\u4e49\u3002<\/li>\n<\/ul>\n<p><h3>\u4e09\u3001\u5fae\u79ef\u5206<\/h3>\n<\/p>\n<p><p>\u5fae\u79ef\u5206\u5728\u7406\u89e3\u548c\u6784\u5efa\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u53d8\u5316\u7387\u548c\u7d2f\u79ef\u91cf\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5b83\u662f\u4f18\u5316\u95ee\u9898\u4ee5\u53ca\u68af\u5ea6\u4e0b\u964d\u6cd5\u7b49\u7b97\u6cd5\u7684\u6570\u5b66\u57fa\u7840\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u504f\u5bfc\u6570\u548c\u68af\u5ea6<\/strong>\u662f\u4f18\u5316\u95ee\u9898\u4e2d\u7684\u6838\u5fc3\u6982\u5ff5\u3002\u901a\u8fc7\u8ba1\u7b97\u6a21\u578b\u53c2\u6570\u7684\u504f\u5bfc\u6570\uff0c\u6211\u4eec\u53ef\u4ee5\u4e86\u89e3\u53c2\u6570\u53d8\u5316\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u6307\u5bfc\u53c2\u6570\u7684\u8c03\u6574\u65b9\u5411\u3002<\/li>\n<li><strong>\u79ef\u5206<\/strong>\u5728\u8ba1\u7b97\u5e26\u6709\u8fde\u7eed\u8f93\u5165\u7a7a\u95f4\u7684\u6982\u7387\u6a21\u578b\u65f6\u975e\u5e38\u6709\u7528\u3002\u4f8b\u5982\uff0c\u5728\u8d1d\u53f6\u65af\u7edf\u8ba1\u4e2d\uff0c\u79ef\u5206\u88ab\u7528\u6765\u8ba1\u7b97\u540e\u9a8c\u6982\u7387\u7684\u5f52\u4e00\u5316\u56e0\u5b50\u3002<\/li>\n<\/ul>\n<p><h3>\u56db\u3001\u6700\u4f18\u5316\u7406\u8bba<\/h3>\n<\/p>\n<p><p>\u6700\u4f18\u5316\u7406\u8bba\u662f\u7814\u7a76\u51fd\u6570\u6700\u5927\u503c\u6216\u6700\u5c0f\u503c\u7684\u6570\u5b66\u7406\u8bba\uff0c\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u68af\u5ea6\u4e0b\u964d\u6cd5<\/strong>\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u4f18\u5316\u65b9\u6cd5\uff0c\u5b83\u901a\u8fc7\u8fed\u4ee3\u8fc7\u7a0b\u9010\u6e10\u8c03\u6574\u53c2\u6570\u4ee5\u5bfb\u627e\u51fd\u6570\u7684\u5c40\u90e8\u6700\u5c0f\u503c\u3002\u7406\u89e3\u5fae\u79ef\u5206\u4e2d\u7684\u68af\u5ea6\u6982\u5ff5\u5bf9\u4e8e\u638c\u63e1\u68af\u5ea6\u4e0b\u964d\u6cd5\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li><strong>\u7ea6\u675f\u4f18\u5316\u95ee\u9898<\/strong>\u5982\u4f55\u5c06\u95ee\u9898\u7ea6\u675f\u6761\u4ef6\u8f6c\u5316\u4e3a\u4e0d\u7b49\u5f0f\u6216\u7b49\u5f0f\uff0c\u7136\u540e\u5229\u7528\u62c9\u683c\u6717\u65e5\u4e58\u6570\u6cd5\u6216KKT\u6761\u4ef6\u6c42\u89e3\uff0c\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u5e38\u89c1\u7684\u6700\u4f18\u5316\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p><p>\u673a\u5668\u5b66\u4e60\u662f\u4e00\u4e2a\u8de8\u5b66\u79d1\u9886\u57df\uff0c\u5b83\u7684\u6210\u529f\u4f9d\u8d56\u4e8e\u5bf9\u8fd9\u4e9b\u6570\u5b66\u57fa\u7840\u9886\u57df\u7684\u6df1\u5165\u7406\u89e3\u3002\u901a\u8fc7\u8865\u5145\u548c\u52a0\u5f3a\u8fd9\u4e9b\u6570\u5b66\u77e5\u8bc6\uff0c\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u6784\u5efa\u3001\u7406\u89e3\u548c\u4f18\u5316\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u63a8\u52a8<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u6280\u672f\u7684\u53d1\u5c55\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. \u673a\u5668\u5b66\u4e60\u9700\u8981\u54ea\u4e9b\u6570\u5b66\u57fa\u7840\u77e5\u8bc6\uff1f<\/strong><\/p>\n<p>\u673a\u5668\u5b66\u4e60\u6240\u9700\u7684\u6570\u5b66\u57fa\u7840\u5305\u62ec\u7ebf\u6027\u4ee3\u6570\u3001\u6982\u7387\u8bba\u548c\u5fae\u79ef\u5206\u7b49\u3002\u7ebf\u6027\u4ee3\u6570\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u77e9\u9635\u8fd0\u7b97\u3001\u5411\u91cf\u7a7a\u95f4\u548c\u7279\u5f81\u63d0\u53d6\u7b49\u3002\u6982\u7387\u8bba\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u5904\u7406\u4e0d\u786e\u5b9a\u6027\u548c\u968f\u673a\u6027\u7684\u91cd\u8981\u5de5\u5177\uff0c\u4f8b\u5982\u7528\u4e8e\u63cf\u8ff0\u5206\u7c7b\u5668\u7684\u4e0d\u786e\u5b9a\u6027\u3001\u6982\u7387\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u8bc4\u4f30\u7b49\u3002\u5fae\u79ef\u5206\u5219\u4e3b\u8981\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u4f18\u5316\u7b97\u6cd5\u548c\u6a21\u578b\u8bad\u7ec3\uff0c\u4f8b\u5982\u7528\u4e8e\u6c42\u89e3\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6\u3001\u6700\u5927\u4f3c\u7136\u4f30\u8ba1\u548c\u68af\u5ea6\u4e0b\u964d\u7b49\u3002<\/p>\n<p><strong>2. \u673a\u5668\u5b66\u4e60\u5bf9\u7ebf\u6027\u4ee3\u6570\u6709\u4f55\u8981\u6c42\uff1f<\/strong><\/p>\n<p>\u7ebf\u6027\u4ee3\u6570\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u626e\u6f14\u7740\u91cd\u8981\u7684\u89d2\u8272\uff0c\u4e3b\u8981\u6d89\u53ca\u5230\u77e9\u9635\u8fd0\u7b97\u3001\u5411\u91cf\u7a7a\u95f4\u548c\u7279\u5f81\u63d0\u53d6\u7b49\u3002\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u6211\u4eec\u5e38\u5e38\u9700\u8981\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\uff0c\u5c06\u5176\u8868\u793a\u4e3a\u77e9\u9635\u548c\u5411\u91cf\u7684\u5f62\u5f0f\uff0c\u5e76\u8fdb\u884c\u76f8\u5173\u7684\u8ba1\u7b97\u3002\u4f8b\u5982\uff0c\u7279\u5f81\u5411\u91cf\u5206\u89e3\uff08Eigendecomposition\uff09\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u6570\u636e\u4e2d\u7684\u4e3b\u6210\u5206\uff0c\u800c\u5947\u5f02\u503c\u5206\u89e3\uff08Singular Value Decomposition\uff0cSVD\uff09\u5219\u53ef\u4ee5\u5728\u964d\u7ef4\u8fc7\u7a0b\u4e2d\u5bf9\u6570\u636e\u8fdb\u884c\u538b\u7f29\u548c\u63d0\u53d6\u91cd\u8981\u7279\u5f81\u3002\u56e0\u6b64\uff0c\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u6765\u8bf4\uff0c\u638c\u63e1\u7ebf\u6027\u4ee3\u6570\u7684\u57fa\u672c\u6982\u5ff5\u548c\u8fd0\u7b97\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/p>\n<p><strong>3. 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