{"id":1180,"date":"2023-07-27T09:32:37","date_gmt":"2023-07-27T09:32:37","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/"},"modified":"2023-07-27T09:32:37","modified_gmt":"2023-07-27T09:32:37","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u6211\u4eec\u7ecf\u5e38\u6784\u5efa\u6a21\u578b\uff0c\u4ee5\u4fbf\u80fd\u591f\u5bf9\u67d0\u4e9b\u73b0\u8c61\u505a\u51fa\u51c6\u786e\u7684\u9884\u6d4b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u60f3\u8981\u521b\u5efa\u4e00\u4e2a<a href=\"https:\/\/statorials.org\/cn\/\u591a\u5143\u7ebf\u6027\u56de\u5f52-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u56de\u5f52\u6a21\u578b<\/a>\uff0c\u4f7f\u7528\u9884\u6d4b\u53d8\u91cf<em>\u5b66\u4e60\u65f6\u95f4<\/em>\u6765\u9884\u6d4b\u9ad8\u4e2d\u751f\u54cd\u5e94\u53d8\u91cf\u7684<em>ACT \u5206\u6570<\/em>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u6784\u5efa\u8fd9\u4e2a\u6a21\u578b\uff0c\u6211\u4eec\u5c06\u6536\u96c6\u67d0\u4e2a\u5b66\u533a\u6570\u767e\u540d\u5b66\u751f\u7684\u5b66\u4e60\u65f6\u95f4\u548c\u76f8\u5e94\u7684 ACT \u5206\u6570\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u540e\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u6765<em>\u8bad\u7ec3<\/em>\u4e00\u4e2a\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u53ef\u4ee5\u6839\u636e\u5b66\u4e60\u7684\u603b\u5c0f\u65f6\u6570\u6765\u9884\u6d4b\u7ed9\u5b9a\u5b66\u751f\u5c06\u83b7\u5f97\u7684\u5206\u6570\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u8bc4\u4f30\u6a21\u578b\u7684\u6709\u7528\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u8861\u91cf\u6a21\u578b\u7684\u9884\u6d4b\u4e0e\u89c2\u5bdf\u5230\u7684\u6570\u636e\u7684\u5339\u914d\u7a0b\u5ea6\u3002\u6267\u884c\u6b64\u64cd\u4f5c\u6700\u5e38\u7528\u7684\u6307\u6807\u4e4b\u4e00\u662f\u5747\u65b9\u8bef\u5dee (MSE)\uff0c\u5176\u8ba1\u7b97\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">MSE = (1\/n)*\u03a3(y <sub>i<\/sub> \u2013 f(x <sub>i<\/sub> )) <sup>2<\/sup><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>n\uff1a<\/strong>\u89c2\u5bdf\u603b\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>y <sub>i<\/sub> \uff1a<\/strong><sup>\u7b2c i \u4e2a<\/sup>\u89c2\u6d4b\u503c\u7684\u54cd\u5e94\u503c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>f( <sub>xi<\/sub> ):<\/strong>\u7b2c i<sup>\u4e2a<\/sup>\u89c2\u6d4b\u503c\u7684\u9884\u6d4b\u54cd\u5e94\u503c<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6a21\u578b\u9884\u6d4b\u4e0e\u89c2\u6d4b\u503c\u8d8a\u63a5\u8fd1\uff0cMSE \u5c31\u8d8a\u4f4e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c\u673a\u5668\u5b66\u4e60\u4e2d\u72af\u7684\u6700\u5927\u9519\u8bef\u4e4b\u4e00\u662f\u4f18\u5316\u6a21\u578b\u4ee5\u964d\u4f4e<strong>\u8bad\u7ec3 MSE<\/strong> \uff0c\u5373\u6a21\u578b\u9884\u6d4b\u4e0e\u6211\u4eec\u7528\u4e8e\u8bad\u7ec3\u6a21\u578b\u7684\u6570\u636e\u7684\u5339\u914d\u7a0b\u5ea6\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5f53\u6a21\u578b\u8fc7\u4e8e\u6ce8\u91cd\u964d\u4f4e\u8bad\u7ec3 MSE \u65f6\uff0c\u5b83\u901a\u5e38\u5f88\u96be\u5728\u8bad\u7ec3\u6570\u636e\u4e2d\u627e\u5230\u7eaf\u7cb9\u7531\u5076\u7136\u5f15\u8d77\u7684\u6a21\u5f0f\u3002\u7136\u540e\uff0c\u5f53\u8be5\u6a21\u578b\u5e94\u7528\u4e8e\u770b\u4e0d\u89c1\u7684\u6570\u636e\u65f6\uff0c\u5176\u6027\u80fd\u5f88\u5dee\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u79cd\u73b0\u8c61\u79f0\u4e3a<strong>\u8fc7\u5ea6\u62df\u5408<\/strong>\u3002\u5f53\u6211\u4eec\u5c06\u6a21\u578b\u201c\u62df\u5408\u201d\u5f97\u592a\u63a5\u8fd1\u8bad\u7ec3\u6570\u636e\u65f6\uff0c\u5c31\u4f1a\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\uff0c\u4ece\u800c\u6700\u7ec8\u6784\u5efa\u4e00\u4e2a\u5bf9\u4e8e\u65b0\u6570\u636e\u8fdb\u884c\u9884\u6d4b\u65e0\u7528\u7684\u6a21\u578b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8fc7\u5ea6\u62df\u5408\u7684\u793a\u4f8b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u7406\u89e3\u8fc7\u5ea6\u62df\u5408\uff0c\u8ba9\u6211\u4eec\u56de\u5230\u521b\u5efa\u56de\u5f52\u6a21\u578b\u7684\u793a\u4f8b\uff0c\u8be5\u6a21\u578b\u4f7f\u7528<em>\u5b66\u4e60\u65f6\u95f4<\/em>\u6765\u9884\u6d4b<em>ACT \u5206\u6570<\/em>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u6536\u96c6\u67d0\u4e2a\u5b66\u533a 100 \u540d\u5b66\u751f\u7684\u6570\u636e\uff0c\u5e76\u521b\u5efa\u4e00\u4e2a\u5feb\u901f\u6563\u70b9\u56fe\u6765\u53ef\u89c6\u5316\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11736 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/surapprentissage1.png\" alt=\"\" width=\"471\" height=\"443\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u4f3c\u4e4e\u662f\u4e8c\u6b21\u5173\u7cfb\uff0c\u56e0\u6b64\u5047\u8bbe\u6211\u4eec\u5e94\u7528\u4ee5\u4e0b\u4e8c\u6b21\u56de\u5f52\u6a21\u578b\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5206\u6570 = 60.1 + 5.4*(\u5c0f\u65f6) \u2013 0.2*(\u5c0f\u65f6) <sup>2<\/sup><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11737 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/surapprentissage2.png\" alt=\"\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8fc7\u5ea6\u62df\u5408\" width=\"472\" height=\"444\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u6a21\u578b\u7684\u8bad\u7ec3\u5747\u65b9\u8bef\u5dee (MSE) \u4e3a<strong>3.45<\/strong> \u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6a21\u578b\u7684\u9884\u6d4b\u4e0e\u5b9e\u9645 ACT \u5206\u6570\u4e4b\u95f4\u7684\u5747\u65b9\u6839\u5dee\u4e3a 3.45\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u62df\u5408\u9ad8\u9636\u591a\u9879\u5f0f\u6a21\u578b\u6765\u51cf\u5c11\u8bad\u7ec3 MSE\u3002\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u5e94\u7528\u4ee5\u4e0b\u6a21\u578b\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5206\u6570 = 64.3 \u2013 7.1*(\u5c0f\u65f6) + 8.1*(\u5c0f\u65f6) <sup>2<\/sup> \u2013 2.1*(\u5c0f\u65f6) <sup>3<\/sup> + 0.2*(\u5c0f\u65f6<sup>) 4 \u2013 0.1*(\u5c0f\u65f6) 5<\/sup> <sup>+<\/sup> 0.2(\u5c0f\u65f6) <sup>6<\/sup><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11738 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/surapprentissage3.png\" alt=\"\u6a21\u578b\u8fc7\u5ea6\u62df\u5408\" width=\"511\" height=\"480\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\u56de\u5f52\u7ebf\u5982\u4f55\u6bd4\u4e4b\u524d\u7684\u56de\u5f52\u7ebf\u66f4\u8d34\u8fd1\u5b9e\u9645\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u6a21\u578b\u7684\u8bad\u7ec3\u5747\u65b9\u6839\u8bef\u5dee (MSE) \u4ec5<strong>0.89<\/strong> \u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6a21\u578b\u7684\u9884\u6d4b\u4e0e\u5b9e\u9645 ACT \u5206\u6570\u4e4b\u95f4\u7684\u5747\u65b9\u6839\u5dee\u4e3a 0.89\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u4e2a MSE \u8bad\u7ec3\u6bd4\u4e4b\u524d\u6a21\u578b\u4ea7\u751f\u7684\u8bad\u7ec3\u8981\u5c0f\u5f97\u591a\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c\u6211\u4eec\u5e76\u4e0d\u771f\u6b63\u5173\u5fc3<strong>\u8bad\u7ec3 MSE<\/strong> \uff0c\u5373\u6a21\u578b\u7684\u9884\u6d4b\u4e0e\u6211\u4eec\u7528\u4e8e\u8bad\u7ec3\u6a21\u578b\u7684\u6570\u636e\u7684\u5339\u914d\u7a0b\u5ea6\u3002\u76f8\u53cd\uff0c\u6211\u4eec\u4e3b\u8981\u5173\u5fc3<strong>MSE \u6d4b\u8bd5<\/strong>\u2014\u2014\u5f53\u6211\u4eec\u7684\u6a21\u578b\u5e94\u7528\u4e8e\u770b\u4e0d\u89c1\u7684\u6570\u636e\u65f6\u7684 MSE\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u6211\u4eec\u5c06\u4e0a\u9762\u7684\u9ad8\u9636\u591a\u9879\u5f0f\u56de\u5f52\u6a21\u578b\u5e94\u7528\u4e8e\u770b\u4e0d\u89c1\u7684\u6570\u636e\u96c6\uff0c\u5b83\u7684\u6027\u80fd\u53ef\u80fd\u4f1a\u6bd4\u66f4\u7b80\u5355\u7684\u4e8c\u6b21\u56de\u5f52\u6a21\u578b\u66f4\u5dee\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u4f1a\u4ea7\u751f\u66f4\u9ad8\u7684 MSE \u6d4b\u8bd5\uff0c\u8fd9\u6b63\u662f\u6211\u4eec\u4e0d\u60f3\u8981\u7684\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u68c0\u6d4b\u5e76\u907f\u514d\u8fc7\u5ea6\u62df\u5408<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u68c0\u6d4b\u8fc7\u5ea6\u62df\u5408\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u6267\u884c\u4ea4\u53c9\u9a8c\u8bc1\u3002\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u79f0\u4e3a<a href=\"https:\/\/statorials.org\/cn\/k\u6298\u4ea4\u53c9\u9a8c\u8bc1\/\" target=\"_blank\" rel=\"noopener noreferrer\">k \u6298\u4ea4\u53c9\u9a8c\u8bc1<\/a>\uff0c\u5176\u5de5\u4f5c\u539f\u7406\u5982\u4e0b\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 1\uff1a\u5c06\u6570\u636e\u96c6\u968f\u673a\u5206\u4e3a<em>k<\/em>\u7ec4\uff0c\u6216\u201c\u6298\u53e0\u201d\uff0c\u5927\u5c0f\u5927\u81f4\u76f8\u7b49\u3002<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11712 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kfold1.png\" alt=\"\u5c06\u6570\u636e\u96c6\u62c6\u5206\u4e3a k \u4efd\" width=\"530\" height=\"133\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c 2 \u6b65\uff1a\u9009\u62e9\u5176\u4e2d\u4e00\u4e2a\u6298\u53e0\u4f5c\u4e3a\u60a8\u7684\u56fa\u5b9a\u96c6\u3002\u5c06\u6a21\u677f\u8c03\u6574\u5230\u5269\u4f59\u7684 k-1 \u6298\u53e0\u3002\u6839\u636e\u5f20\u7d27\u5c42\u4e2d\u7684\u89c2\u6d4b\u503c\u8ba1\u7b97 MSE \u68c0\u9a8c\u3002<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11713 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kfold2.png\" alt=\"k\u6298\u4ea4\u53c9\u9a8c\u8bc1\" width=\"550\" height=\"174\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 3\uff1a\u91cd\u590d\u6b64\u8fc7\u7a0b<em>k<\/em>\u6b21\uff0c\u6bcf\u6b21\u4f7f\u7528\u4e0d\u540c\u7684\u96c6\u5408\u4f5c\u4e3a\u6392\u9664\u96c6\u3002<\/strong><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11714 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kfold3.png\" alt=\"k \u6298\u4ea4\u53c9\u9a8c\u8bc1\u793a\u4f8b\" width=\"618\" height=\"234\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 4\uff1a\u5c06\u6d4b\u8bd5\u7684\u603b\u4f53 MSE \u8ba1\u7b97\u4e3a\u6d4b\u8bd5\u7684<em>k \u4e2a<\/em>MSE \u7684\u5e73\u5747\u503c\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6d4b\u8bd5 MSE = (1\/k)*\u03a3MSE <sub>i<\/sub><\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>k\uff1a<\/strong>\u6298\u53e0\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>MSE <sub>i<\/sub><\/strong> \uff1a\u5728<sup>\u7b2c i \u6b21<\/sup>\u8fed\u4ee3\u65f6\u6d4b\u8bd5 MSE<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8fd9\u4e2a MSE \u6d4b\u8bd5\u8ba9\u6211\u4eec\u5f88\u597d\u5730\u4e86\u89e3\u7ed9\u5b9a\u6a21\u578b\u5728\u672a\u77e5\u6570\u636e\u4e0a\u7684\u8868\u73b0\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u5b9e\u8df5\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u62df\u5408\u51e0\u4e2a\u4e0d\u540c\u7684\u6a21\u578b\uff0c\u5e76\u5bf9\u6bcf\u4e2a\u6a21\u578b\u8fdb\u884ck\u6298\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u627e\u51fa\u5176MSE\u68c0\u9a8c\u3002\u7136\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u9009\u62e9 MSE \u6d4b\u8bd5\u6700\u4f4e\u7684\u6a21\u578b\u4f5c\u4e3a\u672a\u6765\u9884\u6d4b\u7684\u6700\u4f73\u6a21\u578b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u786e\u4fdd\u6211\u4eec\u9009\u62e9\u4e00\u4e2a\u53ef\u80fd\u5728\u672a\u6765\u6570\u636e\u4e0a\u8868\u73b0\u6700\u4f73\u7684\u6a21\u578b\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u5730\u6700\u5c0f\u5316\u8bad\u7ec3 MSE \u5e76\u201c\u9002\u5408\u201d\u5386\u53f2\u6570\u636e\u7684\u6a21\u578b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/cn\/\u504f\u5dee\u65b9\u5dee\u6298\u8877\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u504f\u5dee-\u65b9\u5dee\u6743\u8861\u662f\u4ec0\u4e48\uff1f<\/a><br \/> <a href=\"https:\/\/statorials.org\/cn\/k\u6298\u4ea4\u53c9\u9a8c\u8bc1\/\" target=\"_blank\" rel=\"noopener noreferrer\">K \u6298\u4ea4\u53c9\u9a8c\u8bc1\u7b80\u4ecb<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u56de\u5f52\u4e0e\u5206\u7c7b\/\">\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u56de\u5f52\u548c\u5206\u7c7b\u6a21\u578b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u6211\u4eec\u7ecf\u5e38\u6784\u5efa\u6a21\u578b\uff0c\u4ee5\u4fbf\u80fd\u591f\u5bf9\u67d0\u4e9b\u73b0\u8c61\u505a\u51fa\u51c6\u786e\u7684\u9884\u6d4b\u3002 \u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u60f3\u8981\u521b\u5efa\u4e00\u4e2a\u56de\u5f52\u6a21\u578b\uff0c\u4f7f\u7528\u9884 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1180","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u4f8b\u5b50\uff09<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8fc7\u5ea6\u62df\u5408\uff0c\u5305\u62ec\u51e0\u4e2a\u793a\u4f8b\u4ee5\u53ca\u5728\u5b9e\u8df5\u4e2d\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u65b9\u6cd5\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/cn\/\u673a\u5668\u5b66\u4e60\u8fc7\u5ea6\u62df\u5408\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u4f8b\u5b50\uff09\" \/>\n<meta property=\"og:description\" content=\"\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8fc7\u5ea6\u62df\u5408\uff0c\u5305\u62ec\u51e0\u4e2a\u793a\u4f8b\u4ee5\u53ca\u5728\u5b9e\u8df5\u4e2d\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u65b9\u6cd5\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/cn\/\u673a\u5668\u5b66\u4e60\u8fc7\u5ea6\u62df\u5408\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T09:32:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/surapprentissage1.png\" \/>\n<meta name=\"author\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/\",\"url\":\"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/\",\"name\":\"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u4f8b\u5b50\uff09\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/cn\/#website\"},\"datePublished\":\"2023-07-27T09:32:37+00:00\",\"dateModified\":\"2023-07-27T09:32:37+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\"},\"description\":\"\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8fc7\u5ea6\u62df\u5408\uff0c\u5305\u62ec\u51e0\u4e2a\u793a\u4f8b\u4ee5\u53ca\u5728\u5b9e\u8df5\u4e2d\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u65b9\u6cd5\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u793a\u4f8b\uff09\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/cn\/#website\",\"url\":\"https:\/\/statorials.org\/cn\/\",\"name\":\"Statorials\",\"description\":\"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/cn\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\",\"name\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\"},\"description\":\"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a\",\"sameAs\":[\"https:\/\/statorials.org\/cn\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u4f8b\u5b50\uff09","description":"\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8fc7\u5ea6\u62df\u5408\uff0c\u5305\u62ec\u51e0\u4e2a\u793a\u4f8b\u4ee5\u53ca\u5728\u5b9e\u8df5\u4e2d\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u65b9\u6cd5\u3002","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:\/\/statorials.org\/cn\/\u673a\u5668\u5b66\u4e60\u8fc7\u5ea6\u62df\u5408\/","og_locale":"zh_CN","og_type":"article","og_title":"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u4f8b\u5b50\uff09","og_description":"\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8fc7\u5ea6\u62df\u5408\uff0c\u5305\u62ec\u51e0\u4e2a\u793a\u4f8b\u4ee5\u53ca\u5728\u5b9e\u8df5\u4e2d\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u65b9\u6cd5\u3002","og_url":"https:\/\/statorials.org\/cn\/\u673a\u5668\u5b66\u4e60\u8fc7\u5ea6\u62df\u5408\/","og_site_name":"Statorials","article_published_time":"2023-07-27T09:32:37+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/surapprentissage1.png"}],"author":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/","url":"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/","name":"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u4f8b\u5b50\uff09","isPartOf":{"@id":"https:\/\/statorials.org\/cn\/#website"},"datePublished":"2023-07-27T09:32:37+00:00","dateModified":"2023-07-27T09:32:37+00:00","author":{"@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261"},"description":"\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8fc7\u5ea6\u62df\u5408\uff0c\u5305\u62ec\u51e0\u4e2a\u793a\u4f8b\u4ee5\u53ca\u5728\u5b9e\u8df5\u4e2d\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u65b9\u6cd5\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/cn\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%87%e5%ba%a6%e6%8b%9f%e5%90%88\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/cn\/"},{"@type":"ListItem","position":2,"name":"\u673a\u5668\u5b66\u4e60\u4e2d\u4ec0\u4e48\u662f\u8fc7\u5ea6\u62df\u5408\uff1f \uff08\u89e3\u91ca\u548c\u793a\u4f8b\uff09"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/cn\/#website","url":"https:\/\/statorials.org\/cn\/","name":"Statorials","description":"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/cn\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261","name":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a"},"description":"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a","sameAs":["https:\/\/statorials.org\/cn"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/1180","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/comments?post=1180"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/1180\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/media?parent=1180"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/categories?post=1180"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/tags?post=1180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}