{"id":18235,"date":"2021-05-05T10:22:13","date_gmt":"2021-05-05T02:22:13","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=18235"},"modified":"2021-11-10T15:58:32","modified_gmt":"2021-11-10T07:58:32","slug":"ai60%e5%95%8f-q24-%e6%b1%ba%e7%ad%96%e6%a8%b9%e6%9c%89%e5%93%aa3%e5%80%8b%e5%88%86%e9%a1%9e%e9%81%8e%e7%a8%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=18235","title":{"rendered":"\u3010AI60\u554f\u3011Q24\u6c7a\u7b56\u6a39\u6709\u54ea3\u500b\u5206\u985e\u904e\u7a0b\uff1f"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u5167\u5bb9\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.tibame.com\/?p=18235\/#%E6%B1%BA%E7%AD%96%E6%A8%B9%E5%BB%BA%E7%AB%8B\" >\u6c7a\u7b56\u6a39\u5efa\u7acb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.tibame.com\/?p=18235\/#%E6%B1%BA%E7%AD%96%E6%A8%B9%E5%88%86%E9%A1%9E%E9%81%8E%E7%A8%8B\" >\u6c7a\u7b56\u6a39\u5206\u985e\u904e\u7a0b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.tibame.com\/?p=18235\/#%E7%89%B9%E5%BE%B5%E9%81%B8%E6%93%87\" >\u7279\u5fb5\u9078\u64c7<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.tibame.com\/?p=18235\/#%E5%89%AA%E6%9E%9D\" >\u526a\u679d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/blog.tibame.com\/?p=18235\/#%E5%BB%BA%E6%A8%A1%E9%81%8E%E7%A8%8B%E7%9A%84%E8%A3%9C%E5%85%85\" >\u5efa\u6a21\u904e\u7a0b\u7684\u88dc\u5145<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%B1%BA%E7%AD%96%E6%A8%B9%E5%BB%BA%E7%AB%8B\"><\/span><strong>\u6c7a\u7b56\u6a39\u5efa\u7acb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5728<a href=\"https:\/\/blog.wiedu.tw\/?p=17923\">Q23<\/a>\u4e2d\uff0c\u6211\u5011\u63d0\u53ca\u6c7a\u7b56\u6a39\u7684\u5206\u985e\u3001\u57fa\u672c\u5efa\u69cb\u6b65\u9a5f\u3001\u4e09\u7a2e\u5178\u578b\u7684\u6c7a\u7b56\u6a39\u6f14\u7b97\u6cd5\u3002<\/p>\n\n\n\n<p>\u6c7a\u7b56\u6a39\u6a21\u578b\u4e0d\u53ea\u53ef\u4ee5\u505a\u5206\u985e\u4e5f\u53ef\u4ee5\u505a\u56de\u6b78\uff0c\u5206\u985e\u5c31\u662f\u6a39\u6a21\u578b\u7684\u6bcf\u500b\u8449\u5b50\u7bc0\u9ede\u4ee3\u8868\u4e00\u500b\u985e\u5225\uff1b\u56de\u6b78\u5247\u662f\u6839\u64da\u7279\u5fb5\u5411\u91cf\u4f86\u6c7a\u5b9a\u5c0d\u61c9\u7684\u8f38\u51fa\u503c\u3002\u56de\u6b78\u6a39\u5c31\u662f\u5c07\u7279\u5fb5\u7a7a\u9593\u5283\u5206\u6210\u6578\u500b\u55ae\u5143\uff0c\u6bcf\u500b\u5283\u5206\u55ae\u5143\u6709\u500b\u7279\u5b9a\u7684\u8f38\u51fa\u3002\u5c0d\u65bc\u6e2c\u8a66\u6578\u64da\uff0c\u53ea\u8981\u6309\u7167\u7279\u5fb5\u5c07\u5176\u6b78\u5230\u67d0\u500b\u55ae\u5143\uff0c\u5c31\u80fd\u5f97\u5230\u5c0d\u61c9\u7684\u8f38\u51fa\u503c\u3002<\/p>\n\n\n\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u5c07\u91dd\u5c0d\u7279\u5fb5\u9078\u64c7\u3001\u526a\u679d\uff0c\u4ecb\u7d39\u8a72\u5982\u4f55\u4f9d\u76ee\u524d\u5df2\u6709\u7684\u6a23\u672c\u8cc7\u6599\uff0c\u4f86\u5efa\u7acb\u6c7a\u7b56\u6a39\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%B1%BA%E7%AD%96%E6%A8%B9%E5%88%86%E9%A1%9E%E9%81%8E%E7%A8%8B\"><\/span>\u6c7a\u7b56\u6a39\u5206\u985e\u904e\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"1024\" height=\"759\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/05\/AI60\u554f\u88dc\u5716-07-1024x759.png\" alt=\"\u571624-1 \u6c7a\u7b56\u6a39\u5206\u985e\u904e\u7a0b\" class=\"wp-image-18592\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/AI60\u554f\u88dc\u5716-07-1024x759.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/AI60\u554f\u88dc\u5716-07-300x222.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/AI60\u554f\u88dc\u5716-07-768x569.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/AI60\u554f\u88dc\u5716-07-1920x1422.png 1920w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/AI60\u554f\u88dc\u5716-07-1170x867.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/AI60\u554f\u88dc\u5716-07-585x433.png 585w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption><strong>\u571624-1 \u6c7a\u7b56\u6a39\u5206\u985e\u904e\u7a0b<\/strong><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001\u7279\u5fb5\u9078\u64c7<\/h4>\n\n\n\n<p>\u5f9e\u8a13\u7df4\u6578\u64da\u4e2d\u773e\u591a\u7279\u5fb5\u4e2d\u9078\u64c7\u4e00\u500b\u300c\u7279\u5fb5\u300d\u4f5c\u70ba\u7bc0\u9ede\u7684\u5206\u88c2\u6a19\u6e96\u3002\u800c\u5982\u4f55\u9078\u64c7\u7279\u5fb5\u6709\u4e0d\u540c\u7684\u91cf\u5316\u8a55\u4f30\u6a19\u6e96\uff0c\u6703\u7522\u751f\u4e0d\u540c\u7684\u6c7a\u7b56\u7b97\u6cd5\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001\u6c7a\u7b56\u6a39\u751f\u9577<\/h4>\n\n\n\n<p>\u4f9d\u64da\u9078\u64c7\u7684\u7279\u5fb5\u8a55\u4f30\u6a19\u6e96\uff0c\u5f9e\u4e0a\u81f3\u4e0b\u7684\u751f\u6210\u5b50\u7bc0\u9ede\uff0c\u76f4\u5230\u6578\u64da\u96c6\u4e0d\u53ef\u5206\u985e\uff0c\u5247\u6c7a\u7b56\u6a39\u505c\u6b62\u751f\u9577\u3002\u5728\u6c7a\u7b56\u6a39\u4e2d\uff0c\u6240\u6709\u7684\u7279\u5fb5\u5747\u70ba\u96e2\u6563\u503c\uff0c\u5982\u679c\u67d0\u500b\u7279\u5fb5\u662f\u9023\u7e8c\u7684\uff0c\u9700\u8981\u5148\u5c07\u5b83\u96e2\u6563\u5316\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3\u3001\u526a\u679d<\/h4>\n\n\n\n<p>\u7531\u65bc\u6c7a\u7b56\u6a39\u5bb9\u6613\u904e\u64ec\u5408\uff0c\u4e00\u822c\u9700\u8981\u526a\u679d\uff0c\u7e2e\u5c0f\u6a39\u7d50\u69cb\u7684\u898f\u6a21\uff0c\u4f86\u7de9\u89e3\u904e\u64ec\u5408\u3002\u526a\u679d\u6280\u8853\u6709\u5169\u7a2e\uff1a\u9810\u526a\u679d\u3001\u5f8c\u526a\u679d\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u4ee5\u4e0b\u5c07\u91dd\u5c0d\u4e09\u500b\u5206\u985e\u904e\u7a0b\uff0c\u9032\u884c\u4ecb\u7d39\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%89%B9%E5%BE%B5%E9%81%B8%E6%93%87\"><\/span>\u7279\u5fb5\u9078\u64c7<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6211\u5011\u8981\u9078\u4e00\u500b\u5408\u9069\u7684\u7279\u5fb5\uff0c\u4f5c\u70ba\u5224\u65b7\u7bc0\u9ede\u3002\u624d\u80fd\u5feb\u901f\u5206\u985e\uff0c\u6e1b\u5c11\u6c7a\u7b56\u6a39\u7684\u6df1\u5ea6\u3002\u7531\u65bc\u6c7a\u7b56\u6a39\u7684\u76ee\u6a19\uff0c\u662f\u628a\u8cc7\u6599\u96c6\u6309\u7167\u76f8\u5c0d\u61c9\u7684\u985e\u578b\u6a19\u7c64\uff0c\u9032\u884c\u5206\u985e\u3002<\/p>\n\n\n\n<p>\u901a\u5e38\u6700\u7406\u60f3\u7684\u72c0\u6cc1\u662f\uff0c\u900f\u904e\u300c\u7279\u5fb5\u9078\u64c7\u300d\u628a\u4e0d\u540c\u985e\u5225\u7684\u8cc7\u6599\u96c6\uff0c\u8cbc\u4e0a\u5c0d\u61c9\u7684\u985e\u578b\u6a19\u7c64\u3002\u7279\u5fb5\u9078\u64c7\u7684\u76ee\u6a19\uff0c\u6703\u8b93\u5206\u985e\u5f8c\u7684\u8cc7\u6599\u96c6\u8f03\u55ae\u7d14\u3002<\/p>\n\n\n\n<p>\u800c\u8a72\u5982\u4f55\u8861\u91cf\u4e00\u500b\u8cc7\u6599\u96c6\u7684\u7d14\u5ea6\u5462\uff1f<\/p>\n\n\n\n<p>\u9700\u8981\u5f15\u5165\u300c\u8cc7\u6599\u7d14\u5ea6\u51fd\u5f0f\u300d\uff0c\u4ee5\u4e0b\u4ecb\u7d39\u5169\u7a2e\u51fd\u793a\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001<strong>\u8cc7\u8a0a\u589e\u76ca<\/strong> Information Gain<\/h4>\n\n\n\n<p>\u662f\u7279\u5fb5\u9078\u64c7\u4e2d\u7684\u4e00\u500b\u91cd\u8981\u6307\u6a19\uff0c\u5b83\u7684\u5b9a\u7fa9\u662f\uff0c\u4e00\u500b\u7279\u5fb5\u80fd\u70ba\u5206\u985e\u7cfb\u7d71\u5e36\u4f86\u591a\u5c11\u8cc7\u8a0a\uff0c\u8cc7\u8a0a\u8d8a\u591a\uff0c\u8a72\u7279\u5fb5\u5c31\u8d8a\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u800c\u8cc7\u8a0a\u71b5 (Information entropy) \uff0c\u8868\u793a\u7684\u662f\u4e0d\u78ba\u5b9a\u5ea6\u3002\u71b5\u662f\u6307\u63a5\u6536\u7684\u6bcf\u5247\u6d88\u606f\u4e2d\uff0c\u5305\u542b\u7684\u8cc7\u8a0a\u5e73\u5747\u91cf\uff0c\u70ba\u4e0d\u78ba\u5b9a\u6027\u7684\u91cf\u5ea6\u3002\u5728\u5747\u52fb\u5206\u4f48\u6642\uff0c\u4e0d\u78ba\u5b9a\u5ea6\u6700\u5927\uff0c\u6b64\u6642\uff0c\u71b5\u5c31\u6700\u5927\u3002<\/p>\n\n\n\n<p>\u7576\u9078\u64c7\u67d0\u500b\u7279\u5fb5\u5c0d\u8cc7\u6599\u96c6\u9032\u884c\u5206\u985e\u6642\uff0c\u5206\u985e\u5f8c\u7684\u8cc7\u8a0a\u71b5\u6703\u6bd4\u5206\u985e\u524d\u7684\u5c0f\uff0c\u5176\u5dee\u503c\u8868\u793a\u70ba\u8cc7\u8a0a\u589e\u76ca\u3002\u8cc7\u8a0a\u589e\u76ca\u53ef\u4ee5\u8861\u91cf\u67d0\u500b\u7279\u5fb5\u5c0d\u5206\u985e\u7d50\u679c\u7684\u5f71\u97ff\u5927\u5c0f\u3002<\/p>\n\n\n\n<p>\u69cb\u5efa\u6c7a\u7b56\u6a39\u6642\uff0c\u6839\u64da\u7d66\u591a\u5c11\u6a23\u672c\u8cc7\u6599\u96c6\uff0c\u9078\u64c7\u67d0\u500b\u300c\u7279\u5fb5\u503c\u300d\u4f5c\u70ba\u6a39\u7684\u7bc0\u9ede\u3002\u5728\u8cc7\u6599\u96c6\u4e2d\uff0c\u53ef\u4ee5\u8a08\u7b97\u51fa\u8a72\u8cc7\u6599\u4e2d\u7684\u8cc7\u8a0a\u71b5\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u5728\u8cc7\u6599\u96c6\u4e2d\uff0c\u53ef\u4ee5\u8a08\u7b97\u51fa\u8a72\u8cc7\u6599\u4e2d\u7684\u8cc7\u8a0a\u71b5\uff0c\u8a08\u7b97\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p>\u4f5c\u7528\u5f8c\u7684\u8cc7\u8a0a\u71b5\u8a08\u7b97\u516c\u5f0f<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/image-7.png\" alt=\"\" class=\"wp-image-18409\" width=\"212\" height=\"38\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-7.png 365w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-7-300x54.png 300w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>D\uff1a\u8a13\u7df4\u8cc7\u6599\u96c6\uff0c\u8868\u793a\u76ee\u524d\u7684\u6578\u64da\u96c6\u5408\u3002<\/li><li>c\uff1a\u8cc7\u6599\u985e\u5225\u6578\uff0c\u8868\u793a\u7576\u524d\u6578\u64da\u96c6\u5408\u4e2d\u7684\u7b2cc\u985e\uff0c\u4e5f\u5c31\u662f\u6211\u5011\u76ee\u6a19\u8b8a\u91cf\u7684\u985e\u578b\u3002<\/li><li>Pi\uff1a\u8868\u793a\u985e\u5225 i \u6a23\u672c\u6578\u91cf\u4f54\u6240\u6709\u6a23\u672c\u7684\u6bd4\u4f8b\u3002<\/li><\/ul>\n\n\n\n<p>\u5c0d\u61c9\u8cc7\u6599\u96c6D\uff0c\u82e5\u9078\u64c7\u7279\u5fb5 A \u4f5c\u70ba\u6c7a\u7b56\u6a39\u5224\u65b7\u7bc0\u9ede\u6642\uff0c\u5728\u7279\u5fb5 A \u4f5c\u7528\u5f8c\u7684\u8cc7\u8a0a\u71b5\u5c31\u662f Info(D)\uff0c\u8a08\u7b97\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p>\u4f5c\u7528\u5f8c\u7684\u8cc7\u8a0a\u71b5\u8a08\u7b97\u516c\u5f0f<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/image-8.png\" alt=\"\" class=\"wp-image-18410\" width=\"284\" height=\"53\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-8.png 473w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-8-300x56.png 300w\" sizes=\"(max-width: 284px) 100vw, 284px\" \/><\/figure>\n\n\n\n<p>\u5176\u4e2d k \u8868\u793a\u6a23\u672c D\u88ab\u5206\u70ba k \u500b\u90e8\u5206\u3002\u8cc7\u8a0a\u589e\u76ca\u8868\u793a\u8cc7\u6599\u96c6 D \u5728\u7279\u5fb5 A \u7684\u4f5c\u7528\u5f8c\uff0c\u5176\u8cc7\u8a0a\u71b5\u6e1b\u5c11\u7684\u503c\u3002\u516c\u5f0f\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p> \u8cc7\u8a0a\u71b5\u5dee\u503c\u8a08\u7b97\u516c\u5f0f<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/image-9.png\" alt=\"\" class=\"wp-image-18411\" width=\"209\" height=\"33\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-9.png 384w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-9-300x47.png 300w\" sizes=\"(max-width: 209px) 100vw, 209px\" \/><\/figure>\n\n\n\n<p>\u5c0d\u65bc\u6c7a\u7b56\u6a39\u7bc0\u9ede\u6700\u5408\u9069\u7684\u7279\u5fb5\u9078\u64c7\uff0c\u5c31\u662f Gain(A) \u503c\u6700\u5927\u7684\u7279\u5fb5\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001<strong>\u5409\u5c3c\u4fc2\u6578<\/strong> Gini coefficient<\/h4>\n\n\n\n<p>\u662f\u7d93\u6fdf\u5b78\u4e2d\u7528\u4f86\u8861\u91cf\u4e00\u500b\u300c\u570b\u5bb6\u6536\u5165\u5dee\u8ddd\u300d\u7684\u5e38\u7528\u6307\u6a19\u3002\u662f\u53e6\u4e00\u7a2e\u8cc7\u6599\u7684\u4e0d\u7d14\u5ea6\u7684\u5ea6\u91cf\u65b9\u6cd5\uff0c\u5b83\u7684\u516c\u5f0f\u662f\uff1a <\/p>\n\n\n\n<p>\u5409\u5c3c\u4fc2\u6578\u8a08\u7b97\u516c\u5f0f <\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/image-10.png\" alt=\"\" class=\"wp-image-18412\" width=\"135\" height=\"44\"\/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>c\uff1a\u8cc7\u6599\u96c6\u4e2d\u985e\u5225\u7684\u6578\u91cf<\/li><li>Pi\uff1a\u985e\u5225 i \u6a23\u672c\u6578\u91cf\u4f54\u6240\u6709\u6a23\u672c\u7684\u6bd4\u4f8b<\/li><\/ul>\n\n\n\n<p>\u5f9e\u6b64\u516c\u5f0f\u53ef\u4ee5\u5f97\u77e5\uff0c\u7576\u8cc7\u6599\u96c6\u4e2d\u8cc7\u6599\u6df7\u5408\u7684\u7a0b\u5ea6\u8d8a\u9ad8\uff0c\u5409\u5c3c\u4fc2\u6578\u4e5f\u5c31\u8d8a\u9ad8\u3002\u7576\u8cc7\u6599\u96c6 D \u53ea\u6709\u4e00\u7a2e\u8cc7\u6599\u578b\u5225\uff0c\u90a3\u5409\u5c3c\u4fc2\u6578\u7684\u503c\u70ba\u6700\u4f4e 0\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u5982\u679c\u9078\u53d6\u7684\u5c6c\u6027\u70ba A\uff0c\u90a3\u9ebc\u5206\u88c2\u5f8c\u7684\u8cc7\u6599\u96c6 D \u7684\u5409\u5c3c\u4fc2\u6578\u7684\u8a08\u7b97\u516c\u5f0f\u70ba\uff1a<\/p>\n\n\n\n<p> \u5206\u88c2\u5f8c\u7684\u5409\u5c3c\u4fc2\u6578\u8a08\u7b97\u516c\u5f0f <\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/image-11.png\" alt=\"\" class=\"wp-image-18413\" width=\"212\" height=\"46\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-11.png 369w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-11-300x65.png 300w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u5176\u4e2d k \u8868\u793a\u6a23\u672c D \u88ab\u5206\u70ba k \u500b\u90e8\u5206\uff0c\u8cc7\u6599\u96c6 D \u5206\u88c2\u6210\u70ba k \u500b Dj \u8cc7\u6599\u96c6\u3002<\/p>\n\n\n\n<p>\u5c0d\u65bc\u7279\u5fb5\u9078\u53d6\uff0c\u9700\u8981\u9078\u64c7\u6700\u5c0f\u7684\u5206\u88c2\u5f8c\u7684\u5409\u5c3c\u4fc2\u6578\u3002\u4e5f\u53ef\u4ee5\u7528\u5409\u5c3c\u4fc2\u6578\u7684\u300c\u589e\u76ca\u503c\u300d\u4f5c\u70ba\u6c7a\u7b56\u6a39\u9078\u64c7\u7279\u5fb5\u7684\u4f9d\u64da\u3002\u516c\u5f0f\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p> \u5409\u5c3c\u4fc2\u6578\u5dee\u503c\u8a08\u7b97\u516c\u5f0f<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/image-12.png\" alt=\"\" class=\"wp-image-18414\" width=\"227\" height=\"34\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-12.png 492w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-12-300x45.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/image-12-480x73.png 480w\" sizes=\"(max-width: 227px) 100vw, 227px\" \/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u5728\u6c7a\u7b56\u6a39\u9078\u64c7\u7279\u5fb5\u6642\uff0c\u61c9\u9078\u64c7\u5409\u5c3c\u4fc2\u6578\u589e\u76ca\u503c\u6700\u5927\u7684\u7279\u5fb5\uff0c\u4f5c\u70ba\u8a72\u7bc0\u9ede\u5206\u88c2\u689d\u4ef6\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u4f86\u8ac7\u8ac7\u300c\u526a\u679d\u300d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%89%AA%E6%9E%9D\"><\/span>\u526a\u679d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5728\u5206\u985e\u6a21\u578b\u5efa\u7acb\u7684\u904e\u7a0b\u4e2d\uff0c\u5f88\u5bb9\u6613\u51fa\u73fe\u904e\u64ec\u5408\u7684\u73fe\u8c61\u3002<\/p>\n\n\n\n<p>\u904e\u64ec\u5408\u662f\u6307\u64ec\u5408\u4e86\u6bcf\u500b\u6578\u64da\uff0c\u53cd\u800c\u4e1f\u5931\u8981\u7684\u898f\u5f8b\uff0c\u4f7f\u7528\u64ec\u5408\u7d50\u679c\u53bb\u9810\u6e2c\u53e6\u4e00\u500b\u8a13\u7df4\u96c6\u6642\u8aa4\u5dee\u6703\u66f4\u70ba\u660e\u986f\u3002\u9019\u500b\u610f\u601d\u5c31\u662f\u8aaa\uff0c\u5728\u6a21\u578b\u5b78\u7fd2\u8a13\u7df4\u4e2d\uff0c\u8a13\u7df4\u6a23\u672c\u9054\u5230\u975e\u5e38\u9ad8\u3001\u903c\u8fd1\u7cbe\u5ea6\uff0c\u4f46\u5c0d\u6aa2\u9a57\u7684\u6a23\u672c\u903c\u8fd1\u8aa4\u5dee\uff0c\u537b\u96a8\u8457\u8a13\u7df4\u6b21\u6578\uff0c\u800c\u5448\u73fe\u300c\u5148\u4e0b\u964d\uff0c\u5f8c\u4e0a\u5347\u300d\u73fe\u8c61\u3002\u904e\u64ec\u5408\u6642\uff0c\u8a13\u7df4\u8aa4\u5dee\u5f88\u5c0f\uff0c\u4f46\u662f\u6aa2\u9a57\u8aa4\u5dee\u5f88\u5927\uff0c\u975e\u5e38\u4e0d\u5229\u65bc\u5be6\u7528\u3002<\/p>\n\n\n\n<p>\u4f46\u6211\u5011\u53ef\u4ee5\u900f\u904e\u526a\u679d\uff0c\u4f86\u8655\u7406\u6c7a\u7b56\u6a39\u7684\u904e\u64ec\u5408\u73fe\u8c61\u3002\u526a\u679d\u5206\u70ba\uff1a\u9810\u5148\u526a\u679d\u3001\u5f8c\u526a\u679d\uff0c\u9019\u5169\u7a2e\u65b9\u5f0f\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001\u9810\u5148\u526a\u679d<\/h4>\n\n\n\n<p>\u5728\u6c7a\u7b56\u6a39\u751f\u9577\u904e\u7a0b\u4e2d\uff0c\u6703\u4f7f\u7528\u4e00\u5b9a\u689d\u4ef6\u52a0\u4ee5\u9650\u5236\uff0c\u8b93\u6c7a\u7b56\u6a39\u5728\u5b8c\u5168\u64ec\u5408\u4e4b\u524d\uff0c\u5c31\u505c\u6b62\u751f\u9577\u3002\u9810\u5148\u526a\u679d\u7684\u5224\u65b7\u65b9\u6cd5\u6709\u5f88\u591a\u7a2e\uff0c\u5982\uff1a\u8cc7\u8a0a\u589e\u76ca\u5c0f\u65bc\u4e00\u5b9a\u95a5\u503c\u6642\uff0c\u900f\u904e\u526a\u679d\u4f7f\u6c7a\u7b56\u6a39\u505c\u6b62\u751f\u9577\u3002<\/p>\n\n\n\n<p>\u4f46\u5982\u4f55\u78ba\u5b9a\u4e00\u500b\u5408\u9069\u7684\u95a5\u503c\u4e5f\u9700\u8981\u4e00\u5b9a\u7684\u4f9d\u64da\uff0c\u95a5\u503c\u592a\u9ad8\u6703\u8b93\u6a21\u578b\u64ec\u5408\u4e0d\u8db3\uff0c\u95a5\u503c\u592a\u4f4e\u53c8\u8b93\u6a21\u578b\u904e\u64ec\u5408\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u9650\u5236\u6a39\u7684\u6df1\u5ea6<\/li><li>\u6700\u5c0f\u7bc0\u9ede\u6a23\u672c\u6578<\/li><li>\u6700\u5927\u8449\u5b50\u7bc0\u9ede\u6578<\/li><li>\u9650\u5236\u4fe1\u606f\u589e\u76ca\u7684\u5927\u5c0f<\/li><\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001\u5f8c\u526a\u679d<\/h4>\n\n\n\n<p>\u5f8c\u526a\u679d\u662f\u5728\u6c7a\u7b56\u6a39\u751f\u9577\u5b8c\u6210\u5f8c\uff0c\u81ea\u6839\u90e8\u5411\u4e0a\u7684\u65b9\u5f0f\u4f86\u4fee\u526a\u6c7a\u7b56\u6a39\u3002\u900f\u904e\u4f7f\u7528\u4ea4\u53c9<\/p>\n\n\n\n<p>\u5f8c\u526a\u679d\u6709\u5169\u7a2e\u65b9\u5f0f\uff0c\u4e00\u7a2e\u7528\u65b0\u7684\u8449\u5b50\u7bc0\u9ede\u66ff\u63db\u5b50\u6a39\uff0c\u6b64\u7bc0\u9ede\u7684\u9810\u6e2c\u985e\u7531\u5b50\u6a39\u8cc7\u6599\u96c6\u4e2d\u7684\u591a\u6578\u985e\u6c7a\u5b9a\u3002\u53e6\u4e00\u7a2e\u7528\u5b50\u6a39\u4e2d\u6700\u5e38\u4f7f\u7528\u7684\u5206\u652f\u4ee3\u66ff\u5b50\u6a39\u3002<\/p>\n\n\n\n<p>\u9019\u5169\u7a2e\u526a\u679d\u65b9\u5f0f\u7684\u5dee\u7570\u5728\u65bc\uff0c\u5f8c\u526a\u679d\u6bd4\u9810\u526a\u679d\u4fdd\u7559\u4e86\u66f4\u591a\u5206\u652f\u3002\u9810\u5148\u526a\u679d\u53ef\u80fd\u904e\u65e9\u7684\u7d42\u6b62\u6c7a\u7b56\u6a39\u7684\u751f\u9577\uff0c\u5f8c\u526a\u679d\u53cd\u800c\u80fd\u5920\u7522\u751f\u6bd4\u8f03\u597d\u7684\u6548\u679c\u3002\u4f46\u5f8c\u526a\u679d\u5728\u5b50\u6a39\u88ab\u526a\u6389\u5f8c\uff0c\u6c7a\u7b56\u6a39\u751f\u9577\u7684\u4e00\u90e8\u5206\u8a08\u7b97\u4e5f\u6703\u6d88\u5931\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%BB%BA%E6%A8%A1%E9%81%8E%E7%A8%8B%E7%9A%84%E8%A3%9C%E5%85%85\"><\/span>\u5efa\u6a21\u904e\u7a0b\u7684\u88dc\u5145<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1\u3001\u6c7a\u7b56\u6a39\u70ba\u4ec0\u9ebc\u5bb9\u6613\u904e\u64ec\u5408<\/strong>\uff1f<\/h4>\n\n\n\n<p>\u6c7a\u7b56\u6a39\u7684\u751f\u9577\u904e\u7a0b\u4e2d\uff0c\u900f\u904e\u4e0d\u65b7\u5206\u652f\uff0c\u5c07\u6a23\u672c\u5be6\u4f8b\u5283\u5206\u5230\u5408\u9069\u7684\u55ae\u5143\uff0c\u7576\u6a23\u672c\u4e2d\u5b58\u5728\u566a\u8072\uff0c\u5373\u53ef\u80fd\u662f\u7279\u5fb5\u503c\u89c0\u6e2c\u8aa4\u5dee\u6216\u8005\u6a19\u7c64\u503c\u89c0\u6e2c\u8aa4\u5dee\uff0c\u8b93\u5206\u652f\u6b78\u7bc0\u9ede\u7684\u6642\u5019\u7522\u751f\u77db\u76fe\uff0c\u9019\u6642\u6c7a\u7b56\u6a39\u9078\u64c7\u7e7c\u7e8c\u751f\u6210\u65b0\u7684\u5206\u652f\uff0c\u4f86\u7522\u751f\u66f4\u300c\u5b8c\u7f8e\u300d\u7684\u8449\u5b50\u7bc0\u9ede\uff0c\u9019\u5c31\u662f\u7531\u65bc\u566a\u97f3\u6578\u64da\u5e36\u4f86\u7684\u8aa4\u751f\u9577\u7684\u5206\u652f\uff0c\u8b93\u8a13\u7df4\u8b8a\u5f97\u66f4\u52a0\u512a\u8d8a\uff0c\u800c\u6cdb\u5316\u80fd\u529b\u4e0b\u964d\u3002<\/p>\n\n\n\n<pre class=\"wp-block-verse\">* <strong>\u6cdb\u5316 Generalization<\/strong><br \/>\u610f\u601d\u662f\u8a2d\u8a08\u6a21\u7d44\u53ef\u4ee5\u61c9\u5c0d\u672a\u4f86\u7684\u6578\u64da\uff0c<br \/>\u4e5f\u5c31\u662f\u53ef\u4ee5\u88ab\u5ee3\u6cdb\u4f7f\u7528\u537b\u4ecd\u5728\u6a21\u578b\u7bc4\u570d\u5167\uff0c<br \/>\u4e5f\u5c31\u662f\u4ed6\u7684\u9069\u61c9\u6027\u5f88\u597d\uff0c\u9019\u5c31\u662f\u6cdb\u5316\u3002<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001<strong>\u6c7a\u7b56\u6a39\u51fa\u73fe\u904e\u64ec\u5408\u7684\u539f\u56e0<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6c7a\u7b56\u6a39\u5728\u69cb\u5efa\u904e\u7a0b\u4e2d\uff0c\u5c0d\u6c7a\u7b56\u6a39\u751f\u9577\u6c92\u6709\u9032\u884c\u5408\u7406\u7684\u9650\u5236<\/li><li>\u5728\u5efa\u6a21\u904e\u7a0b\u4e2d\u4f7f\u7528\u8f03\u591a\u7684\u8f38\u51fa\u8b8a\u91cf<\/li><li>\u6a23\u672c\u4e2d\u6709\u4e00\u4e9b\u566a\u8072\u6578\u64da\uff0c\u566a\u8072\u6578\u64da\u5c0d\u6c7a\u7b56\u6a39\u7684\u69cb\u5efa\u5f71\u97ff\u5f88\u591a<\/li><\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p> \u7def\u80b2TibaMe\u5df2\u7d93\u670910\u842c\u4eba\u6b21\u4f86\u5b78\u7fd2AI\/\u8cc7\u6599\u79d1\u5b78\u77e5\u8b58\u6216\u6280\u8853\uff0c\u82e5\u4f60\u60f3\u9032\u4e00\u6b65\u4e86\u89e3\u6216\u5b78\u7fd2 AI \/ \u8cc7\u6599\u79d1\u5b78\u7684\u76f8\u95dc\u77e5\u8b58\u6216\u6280\u80fd\uff0c\u6b61\u8fce\u4f86TibaMe &#x1f449; <a href=\"https:\/\/bit.ly\/3o4N39e\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" https:\/\/bit.ly\/3o4N39e  (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\"> https:\/\/bit.ly\/3o4N39e <\/a><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/bit.ly\/3o4N39e\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/10\/\u5b98\u7db2BN-002-1024x576.png\" alt=\"AI\u8cc7\u6599\u79d1\u5b78\u5bb6\u5168\u65b9\u4f4d\u5b78\u7a0b\" class=\"wp-image-19995\" width=\"512\" height=\"288\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/10\/\u5b98\u7db2BN-002-1024x576.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/10\/\u5b98\u7db2BN-002-300x169.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/10\/\u5b98\u7db2BN-002-768x432.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/10\/\u5b98\u7db2BN-002-1170x659.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/10\/\u5b98\u7db2BN-002-585x329.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/10\/\u5b98\u7db2BN-002.png 1201w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/a><figcaption><a href=\"https:\/\/bit.ly\/3o4N39e\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"AI\u8cc7\u6599\u79d1\u5b78\u5bb6\u5168\u65b9\u4f4d\u5b78\u7a0b (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">AI\u8cc7\u6599\u79d1\u5b78\u5bb6\u5168\u65b9\u4f4d\u5b78\u7a0b<\/a><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p> \u6bcf\u65e55\u5206\u9418\uff0c&nbsp;<a href=\"https:\/\/blog.wiedu.tw\/?author=44\">\u63d0\u62d4\u6211\u5712\u4e01<\/a>\u966a\u4f60\u5feb\u901f\u6dfb\u88dcAI\/\u8cc7\u6599\u79d1\u5b78\u77e5\u8b58\u8207\u6280\u80fd\u3002 <\/p>\n\n\n\n<p>\u82e5\u60a8\u60f3\u4e86\u89e3\u66f4\u591aAI\/\u8cc7\u6599\u79d1\u5b78\u7684\u5c0f\u77e5\u8b58\u3001\u53ca\u5404\u7522\u696d\u7684\u76f8\u95dc\u61c9\u7528\uff0c\u6b61\u8fce\u8a02\u95b1TibaMe FB\u53ca\u90e8\u843d\u683c\uff0c\u6216\u4f60\u6709\u5176\u4ed6\u60f3\u4e86\u89e3\u7684\u4e3b\u984c\u6b61\u8fce\u5728\u4e0b\u65b9\u7559\u8a00\u8b93\u6211\u5011\u77e5\u9053\u5537\uff01<\/p>\n\n\n\n<p><a href=\"https:\/\/www.facebook.com\/Tibame\">\u7def\u80b2TibaMe FB<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.facebook.com\/groups\/TiBaMe.For.Business\">\u4f01\u696d\u4eba\u624d\u6578\u4f4d\u8f49\u578bFB<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/lihi1.com\/OygGK\">\u4f01\u696dAI\u3001\u6578\u4f4d\u4eba\u624dor\u5e73\u53f0\u57f9\u8a13\u65b9\u6848\u8acb\u9ede\u9078<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><a href=\"https:\/\/www.tibame.com\/free?utm_source=blog&amp;utm_medium=free&amp;utm_campaign=course\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1024x922.png\" alt=\"\" class=\"wp-image-18372\" width=\"430\" height=\"386\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1024x922.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-300x270.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-768x691.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1170x1053.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-585x527.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a.png 1200w\" sizes=\"(max-width: 430px) 100vw, 430px\" \/><\/a><\/figure>\n\n\n\n<p>\u53c3\u8003\u8cc7\u6599<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/iter01.com\/24027.html\">IT\u4eba&#8211;\u6c7a\u7b56\u6a39\u6f14\u7b97\u6cd5\u4ecb\u7d39\u53ca\u61c9\u7528<\/a><\/li><li><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/163303123\">\u6c7a\u7b56\u6a39\u5206\u985e\u8207\u56de\u6b78\u7e3d\u7d50<\/a><\/li><li><a href=\"https:\/\/kknews.cc\/zh-tw\/code\/4kn4veg.html\">\u6a5f\u5668\u5b78\u7fd2\uff5c\u6c7a\u7b56\u6a39\u7684\u751f\u6210\u904e\u7a0b\u662f\u600e\u6a23\uff1f\uff08\u4e00\uff09<\/a><\/li><li><a href=\"https:\/\/kknews.cc\/zh-tw\/code\/98vq9zq.html\">\u6c7a\u7b56\u6a39\u5b78\u7fd2\u7b46\u8a18\uff08\u4e00\uff09\uff1a\u7279\u5fb5\u9078\u64c7<\/a><\/li><li><a href=\"https:\/\/ithelp.ithome.com.tw\/articles\/10221782\">\u3010Day12\u30112rd\uff1a\u6cdb\u5316\uff08Generalization\uff09<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6c7a\u7b56\u6a39\u6a21\u578b\u4e0d\u53ea\u53ef\u4ee5\u505a\u5206\u985e\u4e5f\u53ef\u4ee5\u505a\u56de\u6b78\uff0c\u5206\u985e\u5c31\u662f\u6a39\u6a21\u578b\u7684\u6bcf\u500b\u8449\u5b50\u7bc0\u9ede\u4ee3\u8868\u4e00\u500b\u985e\u5225\uff1b\u56de\u6b78\u5247\u662f\u6839\u64da\u7279\u5fb5\u5411\u91cf\u4f86\u6c7a\u5b9a\u5c0d\u61c9\u7684\u8f38\u51fa\u503c\u3002\u56de\u6b78\u6a39\u5c31\u662f\u5c07\u7279\u5fb5\u7a7a\u9593\u5283\u5206\u6210\u6578\u500b\u55ae\u5143\uff0c\u6bcf\u500b\u5283\u5206\u55ae\u5143\u6709\u500b\u7279\u5b9a\u7684\u8f38\u51fa\u3002\u5c0d\u65bc\u6e2c\u8a66\u6578\u64da\uff0c\u53ea\u8981\u6309\u7167\u7279\u5fb5\u5c07\u5176\u6b78\u5230\u67d0\u500b\u55ae\u5143\uff0c\u5c31\u80fd\u5f97\u5230\u5c0d\u61c9\u7684\u8f38\u51fa\u503c\u3002<\/p>\n<p>\u672c\u6587\u4e2d\uff0c\u5c07\u91dd\u5c0d\u7279\u5fb5\u9078\u64c7\u3001\u526a\u679d\uff0c\u4ecb\u7d39\u8a72\u5982\u4f55\u4f9d\u76ee\u524d\u5df2\u6709\u7684\u6a23\u672c\u8cc7\u6599\uff0c\u4f86\u5efa\u7acb\u6c7a\u7b56\u6a39\u3002<\/p>\n","protected":false},"author":44,"featured_media":18589,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[480,1196,173],"tags":[353,678,679,1226,1274,1275],"class_list":["post-18235","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","category-ai-","category-173","tag-353","tag-678","tag-679","tag-1226","tag-1274","tag-1275"],"aioseo_notices":[],"views":2751,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/18235","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/users\/44"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18235"}],"version-history":[{"count":28,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/18235\/revisions"}],"predecessor-version":[{"id":20054,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/18235\/revisions\/20054"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/media\/18589"}],"wp:attachment":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18235"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18235"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18235"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}