{"id":978,"date":"2021-06-04T15:24:24","date_gmt":"2021-06-04T07:24:24","guid":{"rendered":"https:\/\/falbang.com\/?p=978"},"modified":"2021-06-04T15:25:16","modified_gmt":"2021-06-04T07:25:16","slug":"%e9%a3%8e%e6%8e%a7%e6%a8%a1%e5%9e%8b%e9%ab%98%e9%a2%91%e9%9d%a2%e8%af%95%e9%97%ae%e9%a2%98%e7%b2%be%e9%80%89%ef%bc%88%e9%99%84%e7%ad%94%e6%a1%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/falbang.com\/?p=978","title":{"rendered":"\u98ce\u63a7\u6a21\u578b\u9ad8\u9891\u9762\u8bd5\u95ee\u9898\u7cbe\u9009\uff08\u9644\u7b54\u6848\uff09"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote\"><p>\u5173\u6ce8\u201c<span class=\"has-inline-color has-vivid-cyan-blue-color\">\u91d1\u79d1\u5e94\u7528\u7814\u9662<\/span>\u201d\uff0c\u56de\u590d\u201c<span class=\"has-inline-color has-luminous-vivid-orange-color\">\u793c\u5305<\/span>\u201d<\/p><p>\u9886\u53d6<strong>\u98ce\u63a7\u8d44\u6599\u5408\u96c6<\/strong><\/p><\/blockquote>\n\n\n\n<p>FAL\u8fd1\u4e09\u5e74\u57f9\u517b\u4e86\u4e07\u4eba\u98ce\u63a7\u5b66\u5458\uff0c\u5e2e\u52a9\u5b66\u5458\u901a\u8fc7\u4f53\u7cfb\u6388\u8bfe+\u4e00\u5bf9\u4e00\u8f85\u5bfc\u5f62\u5f0f\u5b9e\u73b0\u76ee\u6807\u4f01\u4e1a\u610f\u5411\u5c97\u4f4d\u7684\u5c31\u4e1a\u8f6c\u5c97\u6216\u63d0\u5347\u3002\u5728\u8f85\u5bfc\u8fc7\u7a0b\u4e2d\uff0c\u9010\u6e10\u79ef\u7d2f\u6c89\u6dc0\u51fa\u4e30\u5bcc\u7684\u884c\u4e1a\u7ecf\u9a8c\u4e0e\u9762\u8bd5\u771f\u9898\u5e93\u3002<\/p>\n\n\n\n<p><br>\u672c\u6587\u4ece\u98ce\u63a7\u9762\u8bd5\u771f\u9898\u5e93\u7684\u98ce\u63a7\u6a21\u578b\u771f\u9898\u5e93\u4e2d\uff0c\u7cbe\u90095\u4e2a\u9ad8\u9891\u9762\u8bd5\u95ee\u9898\uff0c\u5e76\u9644\u7b54\u6848\uff0c\u4e0eFALers\u5171\u4eab\u4e4b\u3002<\/p>\n\n\n\n<p><br><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">1.\u6570\u636e\u9a71\u52a8\u578b\u91d1\u878d\u573a\u666f\u4e0b\uff0c\u98ce\u63a7\u6a21\u578b\u7684\u79cd\u7c7b\u6709\u54ea\u4e9b\uff1f<\/span><\/strong><\/p>\n\n\n\n<p>\u83b7\u5ba2\u9636\u6bb5\uff1a\u7528\u6237\u54cd\u5e94\u6a21\u578b\uff0c\u98ce\u9669\u9884\u7b5b\u9009\u6a21\u578b<\/p>\n\n\n\n<p>\u6388\u4fe1\u9636\u6bb5\uff1a\u7533\u8bf7\u8bc4\u5206\u6a21\u578b\uff0c\u53cd\u6b3a\u8bc8\u6a21\u578b\uff0c\u98ce\u9669\u5b9a\u4ef7\u6a21\u578b\uff0c\u6536\u76ca\u8bc4\u5206\u6a21\u578b<\/p>\n\n\n\n<p>\u8d37\u4e2d\u9636\u6bb5\uff1a\u884c\u4e3a\u8bc4\u5206\u6a21\u578b\uff0c\u4ea4\u6613\u6b3a\u8bc8\u6a21\u578b\uff0c\u5ba2\u6237\u6d41\u5931\u6a21\u578b<\/p>\n\n\n\n<p>\u8d37\u540e\u9636\u6bb5\uff1a\u9884\u50ac\u6536\u6a21\u578b\uff0c\u65e9\u671f\u50ac\u6536\u6a21\u578b\uff0c\u665a\u671f\u50ac\u6536\u6a21\u578b<\/p>\n\n\n\n<p><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>2.\u7b80\u5355\u63cf\u8ff0\u4e00\u4e9b\u98ce\u63a7\u5efa\u6a21\u7684\u6d41\u7a0b\uff1f<\/strong><\/span><\/p>\n\n\n\n<p><strong>\u524d\u671f\u51c6\u5907\u5de5\u4f5c\u9636\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<p>\u4e0d\u540c\u7684\u6a21\u578b\u9488\u5bf9\u4e0d\u540c\u7684\u4e1a\u52a1\u573a\u666f\uff0c\u5728\u5efa\u6a21\u9879\u76ee\u5f00\u59cb\u524d\u9700\u8981\u5bf9\u4e1a\u52a1\u7684\u903b\u8f91\u548c\u9700\u6c42\u6709\u6e05\u6670\u7684\u7406\u89e3\uff0c\u660e\u786e\u6a21\u578b\u7684\u4e1a\u52a1\u76ee\u6807\u548c\u4f5c\u7528\uff0c\u9879\u76ee\u5468\u671f\u65f6\u95f4\u548c\u5b89\u6392\u8fdb\u5ea6\uff0c\u4ee5\u53ca\u6a21\u578b\u6548\u679c\u7684\u8981\u6c42\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u8bbe\u8ba1\u9636\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<p>\u5305\u62ec\u6a21\u578b\u7684\u9009\u62e9\uff08\u8bc4\u5206\u5361\u4ea6\u6216\u662f\u96c6\u6210\u6a21\u578b\uff09\uff1b\u5355\u4e2a\u6a21\u578b\u8fd8\u662f\u505a\u6a21\u578b\u7684\u7ec6\u5206-\u5b50\u6a21\u578b\u3002\u662f\u5426\u9700\u8981\u505a\u62d2\u7edd\u63a8\u8bba\uff1b\u89c2\u5bdf\u671f\u3001\u8868\u73b0\u671f\u3001\u76ee\u6807\u597d\u574f\u7528\u6237\u7684\u5b9a\u4e49\uff1b\u6570\u636e\u7684\u83b7\u53d6\u9014\u5f84\u7b49\u3002<\/p>\n\n\n\n<p><strong>\u6570\u636e\u5f52\u96c6\u4e0e\u6e05\u6d17\u9636\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<p>\u6839\u636e\u89c2\u5bdf\u671f\u548c\u8868\u73b0\u671f\u7684\u5b9a\u4e49\u4ece\u6570\u636e\u96c6\u5e02\uff08\u6216\u6570\u636e\u4ed3\u5e93\uff0c\u4e00\u822c\u4e0d\u592a\u5efa\u8bae\u5efa\u6a21\u4eba\u5458\u4ece\u751f\u4ea7\u4e0a\u62ff\u6570\u636e\uff09\u4e2d\u53d6\u6570\uff0c\u5e76\u8fdb\u884c\u524d\u671f\u7684\u6570\u636e\u6e05\u6d17\u548c\u7a33\u5b9a\u6027\u9a8c\u8bc1\u5de5\u4f5c\u3002\u6570\u636e\u6e05\u6d17\u5305\u62ec\u7528\u6237\u552f\u4e00\u6027\u68c0\u67e5\uff0cMissing\u503c\u68c0\u67e5\uff0c\u5f02\u5e38\u503c\u68c0\u67e5\uff0cZero-rate\u7b49\u3002\u7a33\u5b9a\u6027\u9a8c\u8bc1\u4e3b\u8981\u8003\u5bdf\u53d8\u91cf\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u7a33\u5b9a\u6027\uff0c\u8861\u91cf\u7684\u6307\u6807\u6709PSI\u3001\u5e73\u5747\u503c\/\u65b9\u5dee\uff0cIV\u7b49\u3002<\/p>\n\n\n\n<p><strong>\u7279\u5f81\u5de5\u7a0b\u9636\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<p>\u8fd9\u4e00\u9636\u6bb5\u662f\u98ce\u63a7\u5efa\u6a21\u6d41\u7a0b\u7684\u91cd\u70b9\u3002<\/p>\n\n\n\n<p>\u6ce8\u610f\uff0c\u662f\u98ce\u63a7\u5efa\u6a21\uff0c\u5bf9\u4e8e\u7c7b\u4f3cNLP\u3001Graph\u90a3\u4e9b\u6a21\u578b\u5f00\u53d1\u4e2d\uff0c\u7279\u5f81\u5de5\u7a0b\u5df2\u88ab\u81ea\u52a8\u5316\u53d6\u4ee3\uff0c\u8be6\u7ec6\u53ef\u53c2\u7167\uff1a<\/p>\n\n\n\n<p><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg5ODQ4MDE5OA==&amp;mid=2247484660&amp;idx=1&amp;sn=0601a46de6415851033610fd31b9bf17&amp;chksm=c060a5ddf7172ccb10f776d2f3865326079678559d1d605a7a65731c89704ba06e178cf7c58c&amp;scene=21#wechat_redirect\" rel=\"noreferrer noopener\">2001-2021\uff0c\u4e00\u6587\u8bfb\u61c2NLP\u53d1\u5c55\u7b80\u53f2<\/a><\/p>\n\n\n\n<p><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg5ODQ4MDE5OA==&amp;mid=2247484624&amp;idx=1&amp;sn=6c25ad58a98383d7709a6314bd8f82c7&amp;chksm=c060a5f9f7172cef4d52b86ce74e1441dabf516a8235bf29041d1f637d4dad1f739e237566ad&amp;scene=21#wechat_redirect\" rel=\"noreferrer noopener\">NLP\u6838\u5fc3\u6a21\u5757\u4ee5\u53ca\u5728\u5546\u54c1\u63a8\u8350\u4e0a\u7684\u5e94\u7528\u6848\u4f8b<\/a><\/p>\n\n\n\n<p>\u4e3b\u8981\u505a\u7279\u5f81\u7684\u9884\u5904\u7406\u548c\u7b5b\u9009\u3002\u5982\u679c\u662f\u8bc4\u5206\u5361\uff0c\u9700\u8981\u5bf9\u7279\u5f81\u8fdb\u884c\u79bb\u6563\u5316\uff08\u6709\u65f6\u4e5f\u9700\u5f52\u4e00\u5316\uff09\u7b49\u5904\u7406\uff0c\u518d\u5bf9\u7279\u5f81\u8fdb\u884c\u964d\u7ef4\uff0c\u964d\u7ef4\u7684\u65b9\u6cd5\u6709IV\u7b5b\u9009\uff0c\u76f8\u5173\u6027\u7b5b\u9009\uff0c\u663e\u8457\u6027\u7b5b\u9009\u7b49\u3002\u53e6\u5916\uff0c\u4f1a\u57fa\u4e8e\u5bf9\u4e1a\u52a1\u7684\u7406\u89e3\u505a\u7279\u5f81\u6784\u9020\u5de5\u4f5c\uff0c\u5305\u62ec\u7279\u5f81\u4ea4\u53c9\uff0c\u7279\u5f81\u8f6c\u6362\uff0c\u5bf9\u7279\u5f81\u505a\u56db\u5219\u8fd0\u7b97\u7b49\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u5efa\u7acb\u548c\u8bc4\u4f30\u9636\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<p>\u9009\u62e9\u4e0e\u4e1a\u52a1\/\u4f01\u4e1a\u9002\u914d\u7684\u6a21\u578b\uff0c\u50cf\u8bc4\u5206\u5361\u53ef\u4ee5\u7528\u903b\u8f91\u56de\u5f52\uff0c\u5982\u679c\u53ea\u9700\u8981\u505a\u51fa\u4e8c\u5206\u7c7b\u9884\u6d4b\u53ef\u4ee5\u9009\u62e9Xgboost\u7b49\u96c6\u6210\u6a21\u578b\uff0c\u6a21\u578b\u6784\u5efa\u597d\u540e\u9700\u8981\u505a\u6a21\u578b\u8bc4\u4f30\u548c\u9a8c\u8bc1\uff0c\u8ba1\u7b97AUC\uff0cKS\uff0c\u5e76\u5bf9\u6a21\u578b\u505a\u4ea4\u53c9\u9a8c\u8bc1\u6765\u8bc4\u4f30\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u53ca\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u4e0a\u7ebf\u90e8\u7f72\u9636\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<p>\u5728\u98ce\u63a7\u540e\u53f0\u4e0a\u914d\u7f6e\u6a21\u578b\u89c4\u5219\uff0c\u5bf9\u4e8e\u4e00\u4e9b\u590d\u6742\u7684\u6a21\u578b\u8fd8\u9700\u8981\u5c06\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u8f6c\u6362\uff0c\u5e76\u5c01\u88c5\u6210\u4e00\u4e2a\u7c7b\uff0c\u7528Java\u7b49\u5176\u4ed6\u5f62\u5f0f\u6765\u8c03\u7528\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u76d1\u63a7\u9636\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<p>\u524d\u671f\u4e3b\u8981\u76d1\u63a7\u6a21\u578b\u6574\u4f53\u53ca\u53d8\u91cf\u7684\u7a33\u5b9a\u6027\uff0c\u8861\u91cf\u6807\u51c6\u4e3b\u8981\u662fPSI\uff0c\u5e76\u6bcf\u65e5\u89c2\u6d4b\u6a21\u578b\u89c4\u5219\u7684\u62d2\u7edd\u7387\u4e0e\u7ebf\u4e0b\u7684\u5dee\u5f02\u3002\u540e\u671f\u7d2f\u8ba1\u4e00\u5b9a\u7ebf\u4e0a\u7528\u6237\u540e\u53ef\u4ee5\u8bc4\u4f30\u7ebf\u4e0a\u6a21\u578b\u6027\u80fd\u548c\u8d44\u4ea7\u8d28\u91cf\u3002\u6a21\u578b\u6027\u80fd\u53ef\u4ee5\u53c2\u7167AUC\uff0cKS\u7b49\u91cf\u5316\u6307\u6807\uff0c\u4e0e\u7ebf\u4e0b\u8fdb\u884c\u6bd4\u8f83\uff0c\u8861\u91cf\u6a21\u578b\u7684\u7ebf\u4e0a\u5b9e\u9645\u6548\u679c\u3002<\/p>\n\n\n\n<p><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">3.\u8bc4\u5206\u5361\uff0c\u96c6\u6210\u6a21\u578b\u5728\u7ebf\u4e0a\u5982\u4f55\u90e8\u7f72\uff1f<\/span><\/strong><\/p>\n\n\n\n<p>\u8bc4\u5206\u5361\u7684\u90e8\u7f72\u8f83\u4e3a\u7b80\u5355\uff0c\u56e0\u4e3a\u8bc4\u5206\u5361\u5c06\u53d8\u91cf\u6620\u5c04\u5230\u4e86\u4e00\u4e2a\u4e2a\u533a\u95f4\u53ca\u5f97\u5206\uff0c\u6240\u4ee5\u5728\u666e\u901a\u7684\u98ce\u63a7\u51b3\u7b56\u5f15\u64ce\u4e0a\u5c31\u53ef\u4ee5\u914d\u7f6e\u3002<\/p>\n\n\n\n<p>\u50cf\u4e00\u4e9b\u6bd4\u8f83\u590d\u6742\u7684\u6a21\u578b\uff0c\u6bd4\u5982Xgboost\u548clightgbm\uff0c\u4e00\u822c\u662f\u5c06\u6a21\u578b\u6587\u4ef6\u8f6c\u6362\u6210pmml\u683c\u5f0f\uff0c\u5e76\u5c01\u88c5\u6210pmml\uff0c\u5728\u98ce\u63a7\u540e\u53f0\u4e0a\u4f20pmml\u548c\u53d8\u91cf\u53c2\u6570\u6587\u4ef6\uff0c\u5e76\u914d\u7f6e\u597d\u6a21\u578b\u7684\u9608\u503c\u3002Python\u548cR\u5f00\u53d1\u7684\u6a21\u578b\u90fd\u53ef\u4ee5\u7528\u8fd9\u79cd\u65b9\u5f0f\u6765\u90e8\u7f72\u3002<\/p>\n\n\n\n<p><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">4.\u6a21\u578b\u8f6c\u5316\u4e3a\u89c4\u5219\u540e\u51b3\u7b56\u70b9\uff08cutoff\uff09\u600e\u4e48\u8bbe\u5b9a\uff1f<\/span><\/strong><\/p>\n\n\n\n<p>\u89c4\u5219\u53ea\u662f\u5224\u65ad\u7528\u6237\u7684\u597d\u574f\uff0c\u800c\u4e0d\u4f1a\u50cf\u6a21\u578b\u8f93\u51fa\u8fdd\u7ea6\u6982\u7387\uff0c\u6240\u4ee5\u8bbe\u5b9a\u51b3\u7b56\u70b9\u65f6\u8981\u8003\u8651\u5230\u89c4\u5219\u7684\u8bc4\u4f30\u6307\u6807\uff08\u7cbe\u51c6\u7387\u3001\u67e5\u5168\u7387\u3001\u8bef\u6740\u7387\u3001\u62d2\u7edd\u7387\uff09\uff0c\u4e00\u822c\u6a21\u578b\u5f00\u53d1\u524d\u4f1a\u8bbe\u5b9a\u4e00\u4e2a\u9884\u671f\u7684\u62d2\u7edd\u7387\uff0c\u5728\u8fd9\u4e2a\u62d2\u7edd\u7387\u4e0b\u518d\u8003\u91cf\u7cbe\u51c6\u7387\u3001\u67e5\u5168\u7387\u548c\u8bef\u6740\u7387\u7684\u53d6\u820d\uff0c\u627e\u5230\u6700\u4f73Balance point\u3002<\/p>\n\n\n\n<p>\u597d\u7684\u6a21\u578b\u80fd\u63a5\u53d7\u66f4\u591a\u7684\u597d\u7528\u6237\uff0c\u62d2\u7edd\u6389\u66f4\u591a\u7684\u574f\u7528\u6237\uff0c\u4e5f\u5c31\u662f\u63d0\u9ad8\u597d\u574f\u6bd4\u4f8b\u3002\u6240\u4ee5\u53ef\u4e8b\u5148\u8bbe\u5b9a\u4e00\u4e2a\u9884\u671f\u76ee\u6807\u7684\u597d\u574f\u6bd4\u4f8b\u6765\u9009\u62e9\u6700\u4f73\u7684\u51b3\u7b56\u70b9\u3002<\/p>\n\n\n\n<p><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">5.\u600e\u4e48\u505a\u98ce\u63a7\u6a21\u578b\u7684\u51b7\u542f\u52a8\uff1f<\/span><\/strong><\/p>\n\n\n\n<p>\u98ce\u63a7\u6a21\u578b\u7684\u51b7\u542f\u52a8\u662f\u6307\u4ea7\u54c1\u521a\u4e0a\u7ebf\u65f6\uff0c\u6ca1\u6709\u79ef\u7d2f\u7684\u7528\u6237\u6570\u636e\uff0c\u6216\u8005\u7528\u6237\u8fd8\u6ca1\u6709\u8868\u73b0\u51fa\u903e\u671f\u3001\u8fdd\u7ea6\u7b49\u72b6\u6001\uff0c\u7528\u4e8e\u6807\u8bb0\u201c\u597d\u4e0e\u574f\u201c\u3002<\/p>\n\n\n\n<p>\u6b64\u65f6\uff0c\u9700\u8981\u505a\u6a21\u578b\u5c31\u662f\u4e00\u4e2a\u68d8\u624b\u7684\u95ee\u9898\uff0c\u5e38\u7528\u7684\u65b9\u6cd5\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul><li>\u4e0d\u505a\u6a21\u578b\uff0c\u53ea\u505a\u89c4\u5219\u3002<br>\u51ed\u501f\u4e13\u5bb6\u4e1a\u52a1\u7ecf\u9a8c\uff0c\u505a\u4e00\u4e9bHard Check\uff0c\u6bd4\u5982\u8bbe\u5b9a\u7528\u6237\u7684\u51c6\u5165\u95e8\u69db\uff0c\u8003\u91cf\u7528\u6237\u7684\u4fe1\u7528\u5386\u53f2\u548c\u591a\u5934\u98ce\u9669\uff0c\u800c\u4e14\u53ef\u4ee5\u63a5\u5165\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u53cd\u6b3a\u8bc8\u670d\u52a1\u548c\u6570\u636e\u8bc4\u5206\u7b49\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u53ef\u4ee5\u7ed3\u5408\u4eba\u5de5\u5ba1\u6838\u6765\u5bf9\u65e9\u671f\u7528\u6237\u7684\u7533\u8bf7\u8d44\u6599\u505a\u98ce\u9669\u8bc4\u4f30\u3002<br><\/li><li>\u501f\u52a9\u76f8\u540c\u6a21\u5f0f\u4ea7\u54c1\u7684\u6570\u636e\u6765\u5efa\u6a21\u3002<br>\u5982\u679c\u4e24\u4e2a\u4ea7\u54c1\u7684\u83b7\u5ba2\u6e20\u9053\uff0c\u4ea7\u54c1\u8bbe\u8ba1\uff0c\u98ce\u63a7\u903b\u8f91\uff0c\u7528\u6237\u7279\u5f81\u90fd\u5dee\u4e0d\u591a\u7684\u8bdd\uff0c\u53ef\u4ee5\u9009\u62e9\u4e4b\u524d\u5df2\u7ecf\u4e0a\u7ebf\u7684\u90a3\u4e2a\u4ea7\u54c1\u6240\u7d2f\u8ba1\u7684\u7528\u6237\u6570\u636e\u6765\u5efa\u6a21\uff0c\u4e0d\u8fc7\u5728\u6a21\u578b\u4e0a\u7ebf\u540e\u9700\u8981\u6bd4\u8f83\u7ebf\u4e0a\u7528\u6237\u7684\u7279\u5f81\u662f\u5426\u4e0e\u5efa\u6a21\u7528\u6237\u6709\u8f83\u5927\u7684\u5dee\u5f02\uff0c\u5982\u679c\u5dee\u5f02\u8f83\u5927\uff0c\u5219\u9700\u8981\u5bf9\u6a21\u578b\u505a\u5feb\u901f\u8c03\u6574\u3002<br><\/li><li>\u89c4\u5219+\u4e13\u5bb6\u8bc4\u5206\u5361\u3002<br>\u5bf9\u4e8e\u65e9\u671f\u7f3a\u5c11\u7528\u6237label\u65f6\uff0c\u8003\u91cf\u7ed3\u5408\u98ce\u63a7\u4e1a\u52a1\u4e13\u5bb6\u7ecf\u9a8c\uff0c\u5f00\u53d1\u4e00\u5957\u4e13\u5bb6\u8bc4\u5206\u5361\uff0c\u4e5f\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002<br><\/li><li>\u65e0\u76d1\u7763\u6a21\u578b+\u8bc4\u5206\u5361\u3002<br>\u8fd9\u79cd\u65b9\u6cd5\u9002\u7528\u4e8e\u4ea7\u54c1\u4e0a\u7ebf\u4e00\u6bb5\u65f6\u95f4\u540e\uff0c\u8868\u73b0\u51fa\u597d\u574f\u7684\u7528\u6237\u6bd4\u8f83\u5c11\uff0c\u4f46\u8001\u677f\u8981\u6c42\u505a\u4e00\u4e2a\u6a21\u578b\u51fa\u6765\u3002\u6b64\u65f6\u53ef\u4ee5\u7528\u7ebf\u4e0a\u7684\u7533\u8bf7\u7528\u6237\u505a\u65e0\u76d1\u7763\u6a21\u578b\uff0c\u627e\u51fa\u4e00\u90e8\u5206\u574f\u6837\u672c\u548c\u597d\u6837\u672c\uff0c\u7528\u8fd9\u4e9b\u6570\u636e\u6765\u505a\u8bc4\u5206\u5361\u6a21\u578b\u3002\u5f53\u7136\u8fd9\u79cd\u6a21\u578b\u7684\u51c6\u786e\u6027\u662f\u5b58\u7591\u7684\uff0c\u9700\u8981\u540e\u7eed\u5bf9\u6a21\u578b\u4e0d\u65ad\u8fed\u4ee3\u4f18\u5316\u3002<\/li><\/ul>\n\n\n\n<p>\u4ee5\u4e0a\uff0c\u662f\u672c\u6b21\u4e3aFALers\u5206\u4eab\u7684\u5173\u4e8e\u98ce\u63a7\u6a21\u578b\u7684\u9ad8\u9891\u9762\u8bd5\u95ee\u9898\u4e0e\u7b54\u6848\uff0c\u5e0c\u671b\u8bfb\u8005\u670b\u53cb\u4eec\u53d7\u7528\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u559c\u6b22\u3001\u60f3\u8981\u770b\u66f4\u591a\u7684\u5e72\u8d27\u7c7b\u578b\u7684\u6587\u7ae0\uff0c\u53ef\u4ee5\u5173\u6ce8\u516c\u4f17\u53f7\u3010\u91d1\u79d1\u5e94\u7528\u7814\u9662\u3011\u5e76\u8bbe\u4e3a\u661f\u6807\uff0c\u987a\u4fbf\u8f6c\u53d1\u5206\u4eab\uff5e<\/p>\n\n\n\n<p>\u611f\u8c22\u60a8\u770b\u5230\u8fd9\u91cc\u5fae\u4fe1\u516c\u4f17\u53f7\u3010\u91d1\u79d1\u5e94\u7528\u7814\u9662\u3011\u5bf9\u8bdd\u6846\u56de\u590d<strong>\u201c\u5c0f\u798f\u5229\u201d<\/strong>\uff0c\u9886\u53d6\u7c89\u4e1d\u4e13\u5c5e\u4f18\u60e0\u5238\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/04\/%E6%B5%8B%E8%AF%951.png\" alt=\"\" class=\"wp-image-725\"\/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u5173\u6ce8\u201c\u91d1\u79d1\u5e94\u7528\u7814\u9662\u201d\uff0c\u56de\u590d\u201c\u793c\u5305\u201d \u9886\u53d6\u98ce\u63a7\u8d44\u6599\u5408\u96c6 FAL\u8fd1\u4e09\u5e74\u57f9\u517b\u4e86\u4e07\u4eba\u98ce\u63a7\u5b66\u5458\uff0c\u5e2e\u52a9\u5b66\u5458\u901a\u8fc7\u4f53\u7cfb\u6388\u8bfe+\u4e00 &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/falbang.com\/?p=978\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;\u98ce\u63a7\u6a21\u578b\u9ad8\u9891\u9762\u8bd5\u95ee\u9898\u7cbe\u9009\uff08\u9644\u7b54\u6848\uff09&#8221;<\/span><\/a><\/p>\n","protected":false},"author":182,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[32],"tags":[65,63,62,61],"_links":{"self":[{"href":"https:\/\/falbang.com\/index.php?rest_route=\/wp\/v2\/posts\/978"}],"collection":[{"href":"https:\/\/falbang.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/falbang.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/falbang.com\/index.php?rest_route=\/wp\/v2\/users\/182"}],"replies":[{"embeddable":true,"href":"https:\/\/falbang.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=978"}],"version-history":[{"count":1,"href":"https:\/\/falbang.com\/index.php?rest_route=\/wp\/v2\/posts\/978\/revisions"}],"predecessor-version":[{"id":979,"href":"https:\/\/falbang.com\/index.php?rest_route=\/wp\/v2\/posts\/978\/revisions\/979"}],"wp:attachment":[{"href":"https:\/\/falbang.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=978"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/falbang.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=978"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/falbang.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=978"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}