{"id":186937,"date":"2024-05-09T15:40:54","date_gmt":"2024-05-09T07:40:54","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/186937.html"},"modified":"2024-05-09T15:40:58","modified_gmt":"2024-05-09T07:40:58","slug":"%e8%80%83%e7%a0%94-%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%91%a8%e5%bf%97%e5%8d%8e%e8%a5%bf%e7%93%9c%e4%b9%a6%e4%bc%9a%e8%80%83%e4%bb%80%e4%b9%88-%e4%bc%9a%e6%80%8e%e4%b9%88%e8%80%83","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/186937.html","title":{"rendered":"\u8003\u7814-\u673a\u5668\u5b66\u4e60\u5468\u5fd7\u534e\u897f\u74dc\u4e66\u4f1a\u8003\u4ec0\u4e48 \u4f1a\u600e\u4e48\u8003"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26084500\/aec2a97a-2879-4f80-b754-8db6f8d629be.webp\" alt=\"\u8003\u7814-\u673a\u5668\u5b66\u4e60\u5468\u5fd7\u534e\u897f\u74dc\u4e66\u4f1a\u8003\u4ec0\u4e48 \u4f1a\u600e\u4e48\u8003\" \/><\/p>\n<p><p><strong>\u8003\u7814-<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u5468\u5fd7\u534e\u897f\u74dc\u4e66<\/strong>\u901a\u5e38\u4f1a\u8003\u67e5\u57fa\u672c\u7684\u673a\u5668\u5b66\u4e60\u7406\u8bba\u3001\u6982\u5ff5\u3001\u7b97\u6cd5\u4ee5\u53ca\u76f8\u5173\u6570\u5b66\u77e5\u8bc6\u3002\u8003\u8bd5\u5f62\u5f0f\u591a\u6837\u5316\uff0c\u53ef\u80fd\u5305\u62ec\u9009\u62e9\u9898\u3001\u586b\u7a7a\u9898\u3001\u8ba1\u7b97\u9898\u3001\u8bba\u8ff0\u9898\u7b49\u3002<strong>\u7406\u89e3\u91cd\u8981\u6982\u5ff5\u3001\u7b97\u6cd5\u539f\u7406\u548c\u6570\u5b66\u57fa\u7840<\/strong>\u662f\u8003\u8bd5\u7684\u91cd\u70b9\u3002<\/p>\n<\/p>\n<p><p>\u673a\u5668\u5b66\u4e60\u5468\u5fd7\u534e\u897f\u74dc\u4e66\u4ee5\u5176\u6df1\u5165\u6d45\u51fa\u7684\u6559\u5b66\u98ce\u683c\uff0c\u6210\u4e3a\u4f17\u591a\u8003\u7814\u5b66\u5b50\u7684\u91cd\u8981\u53c2\u8003\u4e66\u3002\u672c\u4e66\u4e0d\u4ec5\u8986\u76d6\u4e86\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u8fd8\u6df1\u5165\u89e3\u6790\u4e86\u8bf8\u591a\u7b97\u6cd5\u548c\u7406\u8bba\u6a21\u578b\u3002\u56e0\u6b64\uff0c\u5728\u8003\u8bd5\u4e2d\uff0c<strong>\u5bf9\u7b97\u6cd5\u539f\u7406\u7684\u638c\u63e1\u3001\u5bf9\u6a21\u578b\u7684\u7406\u89e3\u4ee5\u53ca\u76f8\u5173\u6570\u5b66\u77e5\u8bc6\u7684\u5e94\u7528\u6210\u4e3a\u4e86\u5b66\u751f\u9700\u8981\u7279\u522b\u5173\u6ce8\u7684\u6838\u5fc3\u5185\u5bb9<\/strong>\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u57fa\u7840\u7406\u8bba\u4e0e\u6982\u5ff5<\/h3>\n<\/p>\n<p><p>\u8003\u7814\u4e2d\uff0c\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u57fa\u7840\u7406\u8bba\u548c\u6982\u5ff5\u7684\u8003\u67e5\u662f\u57fa\u672c\u9879\uff0c\u8003\u751f\u9700\u8981\u719f\u6089\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u673a\u5668\u5b66\u4e60\u7684\u5b9a\u4e49\u4e0e\u5206\u7c7b\uff1a\u5305\u62ec<strong>\u76d1\u7763\u5b66\u4e60\u3001\u65e0\u76d1\u7763\u5b66\u4e60\u548c\u5f3a\u5316\u5b66\u4e60<\/strong>\u7b49\u57fa\u672c\u7c7b\u578b\u3002<\/li>\n<li>\u57fa\u672c\u6982\u5ff5\uff1a\u5982<strong>\u5047\u8bbe\u7a7a\u95f4\u3001\u5f52\u7eb3\u504f\u597d\u3001\u8fc7\u62df\u5408\u4e0e\u6b20\u62df\u5408\u3001\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b<\/strong>\u7b49\u3002<\/li>\n<\/ol>\n<p><p>\u5728\u8fd9\u4e00\u90e8\u5206\uff0c\u8003\u751f\u9700\u8981\u4e86\u89e3\u5e76\u8bb0\u5fc6\u8bf8\u591a\u5b9a\u4e49\uff0c\u4e14\u8981\u80fd\u591f\u5728\u95ee\u9898\u4e2d\u51c6\u786e\u4f7f\u7528\u8fd9\u4e9b\u6982\u5ff5\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u4e3b\u8981\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5<\/h3>\n<\/p>\n<p><p>\u673a\u5668\u5b66\u4e60\u7684\u6838\u5fc3\u662f\u7b97\u6cd5\uff0c\u8003\u8bd5\u5c06\u7740\u91cd\u8003\u5bdf\u4ee5\u4e0b\u51e0\u7c7b\u7b97\u6cd5\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u7ebf\u6027\u6a21\u578b\uff1a\u5305\u62ec<strong>\u7ebf\u6027\u56de\u5f52\u3001\u903b\u8f91\u56de\u5f52<\/strong>\u7b49\u3002<\/li>\n<li>\u51b3\u7b56\u6811\uff1a\u638c\u63e1\u51b3\u7b56\u6811\u7684\u6784\u5efa\u8fc7\u7a0b\u53ca\u526a\u679d\u7b56\u7565\uff0c\u4f8b\u5982<strong>ID3\u3001C4.5\u548cCART<\/strong>\u7b97\u6cd5\u3002<\/li>\n<li>\u795e\u7ecf\u7f51\u7edc\uff1a\u7406\u89e3\u795e\u7ecf\u7f51\u7edc\u7684\u57fa\u672c\u7ed3\u6784\u548c<strong>\u53cd\u5411\u4f20\u64ad\uff08BP\uff09\u7b97\u6cd5<\/strong>\u3002<\/li>\n<li>\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\uff1a\u638c\u63e1<strong>\u95f4\u9694\u3001\u5bf9\u5076\u95ee\u9898\u4ee5\u53ca\u6838\u51fd\u6570<\/strong>\u7b49\u5173\u952e\u6982\u5ff5\u3002<\/li>\n<li>\u805a\u7c7b\u548c\u964d\u7ef4\u7b97\u6cd5\uff1a\u4f8b\u5982K-Means\u805a\u7c7b\u3001\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u7b49\u3002<\/li>\n<li>\u96c6\u6210\u5b66\u4e60\uff1a\u4e86\u89e3\u5982<strong>Bagging\u3001Boosting\u3001\u968f\u673a\u68ee\u6797<\/strong>\u7b49\u7ecf\u5178\u6a21\u578b\u3002<\/li>\n<li>\u6982\u7387\u6a21\u578b\uff1a\u5982\u6734\u7d20\u8d1d\u53f6\u65af\u3001\u9690\u9a6c\u5c14\u79d1\u592b\u6a21\u578b\uff08HMM\uff09\u7b49\u3002<\/li>\n<\/ol>\n<p><h3>\u4e09\u3001\u6570\u5b66\u57fa\u7840\u4e0e\u6a21\u578b\u8bc4\u4f30<\/h3>\n<\/p>\n<p><p>\u5728\u6570\u5b66\u77e5\u8bc6\u65b9\u9762\uff0c\u8003\u8bd5\u5185\u5bb9\u901a\u5e38\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u6982\u7387\u8bba\u4e0e\u7edf\u8ba1\u5b66\uff1a\u5305\u62ec\u57fa\u672c\u7684\u6982\u7387\u8bba\u77e5\u8bc6\u3001<strong>\u8d1d\u53f6\u65af\u5b9a\u7406<\/strong>\u3001\u671f\u671b\u4e0e\u65b9\u5dee\u7b49\u3002<\/li>\n<li>\u7ebf\u6027\u4ee3\u6570\uff1a\u7406\u89e3\u77e9\u9635\u8fd0\u7b97\u3001\u7279\u5f81\u503c\u4e0e\u7279\u5f81\u5411\u91cf\u7b49\u3002<\/li>\n<li>\u6700\u4f18\u5316\u7406\u8bba\uff1a\u4e86\u89e3\u5e38\u89c1\u7684\u4f18\u5316\u65b9\u6cd5\uff0c\u6bd4\u5982\u68af\u5ea6\u4e0b\u964d\u6cd5\u3001\u725b\u987f\u6cd5\u7b49\u3002<\/li>\n<li>\u635f\u5931\u51fd\u6570\u4e0e\u98ce\u9669\u51fd\u6570\uff1a\u5bf9\u635f\u5931\u51fd\u6570\u7684\u9009\u62e9\u548c\u6a21\u578b\u98ce\u9669\u7684\u8ba1\u7b97\u6709\u6240\u4e86\u89e3\u3002<\/li>\n<\/ol>\n<p><p>\u9664\u4e86\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u8fd8\u9700\u8981\u4e86\u89e3\u5982\u4f55\u5bf9\u6a21\u578b\u8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