{"id":260299,"date":"2024-05-15T13:30:30","date_gmt":"2024-05-15T05:30:30","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/260299.html"},"modified":"2024-05-15T13:30:36","modified_gmt":"2024-05-15T05:30:36","slug":"%e7%83%a6%e4%ba%ba%e7%9a%84%e7%ae%97%e6%b3%95%e4%bb%a3%e7%a0%81%e5%be%88%e7%83%a6%e4%ba%ba%ef%bc%8c%e6%9c%89%e4%bb%80%e4%b9%88%e5%88%86%e7%b1%bb%e7%ae%97%e6%b3%95%e5%87%bd%e6%95%b0%e5%90%97","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/260299.html","title":{"rendered":"\u70e6\u4eba\u7684\u7b97\u6cd5\u4ee3\u7801\u5f88\u70e6\u4eba\uff0c\u6709\u4ec0\u4e48\u5206\u7c7b\u7b97\u6cd5\u51fd\u6570\u5417"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/27112039\/b645a27a-823f-4177-91e4-c8f03b72e98e.webp\" alt=\"\u70e6\u4eba\u7684\u7b97\u6cd5\u4ee3\u7801\u5f88\u70e6\u4eba\uff0c\u6709\u4ec0\u4e48\u5206\u7c7b\u7b97\u6cd5\u51fd\u6570\u5417\" 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\u6b21\u5206\u88c2\u65f6\u4e0d\u662f\u8003\u8651\u6240\u6709\u7279\u5f81\uff0c\u800c\u662f\u968f\u673a\u9009\u62e9\u4e00\u4e2a\u7279\u5f81\u7684\u5b50\u96c6\u3002\u8fd9\u79cd\u65b9\u5f0f\u964d\u4f4e\u4e86\u6a21\u578b\u7684\u65b9\u5dee\uff0c\u51cf\u5c11\u4e86\u8fc7\u62df\u5408\u7684\u98ce\u9669\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5e94\u7528\u9886\u57df\uff1a<\/p>\n<p>\u968f\u673a\u68ee\u6797\u56e0\u5176\u51fa\u8272\u7684\u6027\u80fd\u548c\u826f\u597d\u7684\u5bb9\u9519\u6027\uff0c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u751f\u7269\u4fe1\u606f\u5b66\u3001\u91d1\u878d\u98ce\u9669\u8bc4\u4f30\u548cweb\u9875\u9762\u7684\u5206\u7c7b\u7b49\u65b9\u9762\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u56db\u3001\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09<\/h3>\n<\/p>\n<p><p>\u652f\u6301\u5411\u91cf\u673a\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u5206\u7c7b\u5668\uff0c\u5b83\u5728\u6570\u636e\u96c6\u4e2d\u5bfb\u627e\u4e00\u4e2a\u6700\u4f18\u7684\u8d85\u5e73\u9762\u6765\u533a\u5206\u4e0d\u540c\u7684\u7c7b\u522b\uff0c\u6700\u5927\u5316\u4e0d\u540c\u7c7b\u522b\u4e4b\u95f4\u7684\u95f4\u9694\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p>\u6838\u5fc3\u601d\u60f3\uff1a<\/p>\n<p>SVM\u5229\u7528\u6838\u6280\u5de7\u5c06\u6570\u636e\u6620\u5c04\u5230\u9ad8\u7ef4\u7a7a\u95f4\uff0c\u4ece\u800c\u4f7f\u5f97\u5728\u539f\u59cb\u7a7a\u95f4\u4e2d\u4e0d\u53ef\u7ebf\u6027\u5206\u5272\u7684\u6570\u636e\u5728\u65b0\u7a7a\u95f4\u4e2d\u53ef\u5206\u5272\u3002SVM\u901a\u8fc7\u89e3\u51b3\u4e00\u4e2a\u51f8\u4e8c\u6b21\u89c4\u5212\u95ee\u9898\u6765\u786e\u5b9a\u6700\u4f18\u5206\u5272\u8d85\u5e73\u9762\u548c\u8fb9\u754c\u4e0a\u7684\u652f\u6301\u5411\u91cf\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5e94\u7528\u5b9e\u4f8b\uff1a<\/p>\n<p>SVM\u5728\u56fe\u50cf\u5904\u7406\uff08\u5982\u4eba\u8138\u8bc6\u522b\uff09\u3001\u751f\u7269\u4fe1\u606f\u5b66\uff08\u5982\u86cb\u767d\u8d28\u5206\u7c7b\uff09\u3001\u6587\u672c\u5206\u7c7b\u7b49\u9886\u57df\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e94\u3001\u68af\u5ea6\u63d0\u5347\u673a<\/h3>\n<\/p>\n<p><p>\u68af\u5ea6\u63d0\u5347\u673a\uff08GBM\uff09\u662f\u4e00\u79cd\u8fed\u4ee3\u7684\u51b3\u7b56\u6811\u7b97\u6cd5\uff0c\u5b83\u901a\u8fc7\u6784\u5efa\u4e00\u7cfb\u5217\u7684\u51b3\u7b56\u6811\uff0c\u6bcf\u4e00\u68f5\u6811\u5b66\u4e60\u5e76\u6539\u8fdb\u4e0a\u4e00\u68f5\u6811\u7684\u6b8b\u5dee\uff0c\u4e0d\u65ad\u964d\u4f4e\u6a21\u578b\u7684\u8bef\u5dee\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p>\u8fed\u4ee3\u8fc7\u7a0b\uff1a<\/p>\n<p>\u68af\u5ea6\u63d0\u5347\u673a\u91c7\u7528\u68af\u5ea6\u4e0b\u964d\u7b97\u6cd5\u5728\u529f\u80fd\u7a7a\u95f4\u800c\u975e\u53c2\u6570\u7a7a\u95f4\u8fdb\u884c\u4f18\u5316\u3002\u6bcf\u4e00\u8f6e\u8fed\u4ee3\uff0c\u90fd\u4f1a\u6784\u5efa\u4e00\u4e2a\u65b0\u7684\u6811\u53bb\u62df\u5408\u524d\u9762\u6240\u6709\u6811\u7684\u6b8b\u5dee\u7684\u8d1f\u68af\u5ea6\uff0c\u901a\u8fc7\u4e0d\u65ad\u6dfb\u52a0\u65b0\u7684\u6811\u6765\u6539\u8fdb\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5e94\u7528\u6848\u4f8b\uff1a<\/p>\n<p>GBM\u5728\u5f88\u591a<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u7ade\u8d5b\u4e2d\u56e0\u5176\u9ad8\u6548\u6027\u548c\u9884\u6d4b\u80fd\u529b\u800c\u88ab\u9891\u7e41\u4f7f\u7528\uff0c\u5982Kaggle\u7ade\u8d5b\uff0c\u4e5f\u88ab\u5e94\u7528\u4e8e\u91d1\u878d\u98ce\u9669\u7ba1\u7406\u548c\u751f\u6001\u5efa\u6a21\u7b49\u9886\u57df\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u516d\u3001K\u8fd1\u90bb\uff08KNN\uff09\u7b97\u6cd5<\/h3>\n<\/p>\n<p><p>K\u8fd1\u90bb\u7b97\u6cd5\u662f\u4e00\u79cd\u57fa\u4e8e\u5b9e\u4f8b\u7684\u5b66\u4e60\uff0c\u5b83\u4e0d\u9700\u8981\u663e\u5f0f\u5730\u5b66\u4e60\u4e00\u4e2a\u6a21\u578b\uff0c\u800c\u662f\u6839\u636e\u6d4b\u8bd5\u5b9e\u4f8b\u5468\u56f4\u7684k\u4e2a\u6700\u8fd1\u7684\u8bad\u7ec3\u5b9e\u4f8b\u7684\u7c7b\u522b\u6765\u8fdb\u884c\u5206\u7c7b\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p>\u5b9e\u65bd\u539f\u7406\uff1a<\/p>\n<p>KNN\u7b97\u6cd5\u5de5\u4f5c\u65f6\u9996\u5148\u9700\u8981\u786e\u5b9a\u53c2\u6570k\u7684\u5927\u5c0f\uff0c\u7136\u540e\u8ba1\u7b97\u5f85\u5206\u7c7b\u6837\u672c\u4e0e\u8bad\u7ec3\u96c6\u4e2d\u6bcf\u4e2a\u6837\u672c\u7684\u8ddd\u79bb\uff0c\u9009\u62e9\u8ddd\u79bb\u6700\u8fd1\u7684k\u4e2a\u6837\u672c\uff0c\u6839\u636e\u8fd9\u4e9b\u6837\u672c\u7684\u7c7b\u522b\u4fe1\u606f\u6765\u786e\u5b9a\u5f85\u5206\u7c7b\u6837\u672c\u7684\u7c7b\u522b\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5408\u9002\u573a\u666f\uff1a<\/p>\n<p>\u7531\u4e8eKNN\u7b97\u6cd5\u7684\u7b80\u5355\u6027\u548c\u6709\u6548\u6027\uff0c\u5b83\u88ab\u5e94\u7528\u4e8e\u63a8\u8350\u7cfb\u7edf\u3001\u6a21\u5f0f\u8bc6\u522b\u548c\u533b\u7597\u8bca\u65ad\u7b49\u591a\u79cd\u573a\u666f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e03\u3001\u795e\u7ecf\u7f51\u7edc<\/h3>\n<\/p>\n<p><p>\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u6a21\u4eff\u4eba\u8111\u795e\u7ecf\u5143\u7ed3\u6784\u8bbe\u8ba1\u7684\u7b97\u6cd5\uff0c\u5b83\u80fd\u591f\u5b66\u4e60\u548c\u6a21\u62df\u80fd\u7262\u56fa\u3001\u590d\u6742\u7684\u6a21\u5f0f\uff0c\u9002\u7528\u4e8e\u590d\u6742\u6570\u636e\u96c6\u7684\u5206\u7c7b\u4efb\u52a1\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p>\u5b9e\u73b0\u673a\u5236\uff1a<\/p>\n<p>\u795e\u7ecf\u7f51\u7edc\u7531\u8f93\u5165\u5c42\u3001\u9690\u85cf\u5c42\u548c\u8f93\u51fa\u5c42\u7ec4\u6210\uff0c\u6bcf\u4e00\u5c42\u5305\u542b\u591a\u4e2a\u795e\u7ecf\u5143\u6216\u8282\u70b9\uff0c\u901a\u8fc7\u8282\u70b9\u4e4b\u95f4\u7684\u52a0\u6743\u8fde\u63a5\u4f20\u9012\u4fe1\u606f\u3002\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u4e3b\u8981\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u548c\u68af\u5ea6\u4e0b\u964d\u65b9\u6cd5\u8c03\u6574\u6743\u91cd\u6765\u6700\u5c0f\u5316\u635f\u5931\u51fd\u6570\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5e94\u7528\u4f8b\u5b50\uff1a<\/p>\n<p>\u6df1\u5ea6\u5b66\u4e60\uff0c\u4f5c\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u5df2\u7ecf\u5728\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8bed\u97f3\u8bc6\u522b\u7b49\u4f17\u591a\u9886\u57df\u53d6\u5f97\u5de8\u5927\u6210\u529f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><p>\u8fd9\u4e9b\u5206\u7c7b\u7b97\u6cd5\u51fd\u6570\u5728\u89e3\u51b3\u7b97\u6cd5\u4ee3\u7801\u201c\u70e6\u4eba\u201d\u95ee\u9898\u4e0a\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u5de5\u5177\uff0c\u901a\u8fc7\u5408\u9002\u9009\u62e9\u548c\u6b63\u786e\u5e94\u7528\uff0c\u53ef\u4ee5\u6709\u6548\u4f18\u5316\u5e76\u63d0\u5347\u5206\u7c7b\u4efb\u52a1\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>\u54ea\u4e9b\u5e38\u89c1\u7684\u5206\u7c7b\u7b97\u6cd5\u53ef\u4ee5\u7528\u6765\u5904\u7406\u70e6\u4eba\u7684\u7b97\u6cd5\u4ee3\u7801\uff1f<\/strong><\/p>\n<p>\u5904\u7406\u70e6\u4eba\u7684\u7b97\u6cd5\u4ee3\u7801\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u8bb8\u591a\u4e0d\u540c\u7684\u5206\u7c7b\u7b97\u6cd5\u51fd\u6570\u6765\u89e3\u51b3\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u51e0\u79cd\u5e38\u89c1\u7684\u5206\u7c7b\u7b97\u6cd5\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u51b3\u7b56\u6811\u7b97\u6cd5\uff1a<\/strong> 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