{"id":235,"date":"2020-02-11T22:55:20","date_gmt":"2020-02-11T14:55:20","guid":{"rendered":"https:\/\/blog.konata.co\/?p=235"},"modified":"2021-01-17T12:59:02","modified_gmt":"2021-01-17T04:59:02","slug":"%e6%9c%ba%e5%99%a8%e4%b8%ba%e4%bb%80%e4%b9%88%e7%9f%a5%e9%81%93%e7%8c%ab%e6%98%af%e7%8c%ab","status":"publish","type":"post","link":"https:\/\/blog.konata.vip\/?p=235","title":{"rendered":"\u673a\u5668\u4e3a\u4ec0\u4e48\u77e5\u9053\u732b\u662f\u732b"},"content":{"rendered":"<p><a href=\"https:\/\/blog.konata.vip\/?p=229\">\u4e4b\u524d\u5199\u7684<\/a>\u662f\u674e\u5b8f\u6bc5\u7684\u516c\u5f00\u8bfe\u300a\u673a\u5668\u5b66\u4e60\u7684\u4e0b\u4e00\u6b65\u300b\u7684\u7b2c\u4e8c\u8bb2\uff0cAI\u6a21\u578b\u7684\u653b\u51fb\u548c\u9632\u5fa1\u3002\u4eca\u5929\u8981\u8bb2\u7684\u7b2c\u4e09\u8bb2\u7684\u5185\u5bb9\u662f\u5173\u4e8e\u53ef\u89e3\u91ca\u673a\u5668\u5b66\u4e60\uff08Explainable 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regularization\uff0c\u4e5f\u5c31\u662f\u5728loss\u540e\u52a0\u4e00\u9879\u548c\u51b3\u7b56\u6811\u590d\u6742\u5ea6\u6709\u5173\u7684\u9879\u3002\u51b3\u7b56\u5ea6\u7684\u590d\u6742\u5ea6\u662f\u4e0d\u53ef\u6c42\u5bfc\u7684\uff0c\u6240\u4ee5\u96be\u4ee5\u4f18\u5316\u3002\u4f5c\u8005\u600e\u4e48\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u5462\uff1f\u4e07\u7269\u7686\u53ef\u795e\u7ecf\u7f51\u7edc\u3002\u4ed6\u53e6\u5916\u8bad\u7ec3\u4e86\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\uff08\u6211\u8981\u4e3e\u62a5\uff0c\u8fd9\u4eba\u5957\u5a03\u4e86\u4e24\u6b21\uff01\uff09\uff0c\u53ef\u4ee5\u8f93\u5165\u53c2\u6570\u5f97\u5230\u9884\u6d4b\u7684\u590d\u6742\u5ea6\u3002\u7136\u540e\u518d\u628a\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u62ff\u6765\u8ba1\u7b97\u51b3\u7b56\u6811\u7684\u590d\u6742\u5ea6\uff0c\u795e\u7ecf\u7f51\u7edc\u80af\u5b9a\u662f\u53ef\u5bfc\u7684\uff0c\u8fd9\u4e2a\u95ee\u9898\u5c31\u53d8\u5f97\u53ef\u4ee5\u4f18\u5316\u4e86\u3002 <\/p>\n<p>\u90a3\u4e48\u56de\u5230\u7b2c\u4e8c\u4e2a\u95ee\u9898\uff0c\u673a\u5668\u773c\u91cc\u7684\u732b\u957f\u4ec0\u4e48\u6837\u5462\uff1f\u8fd9\u7bc7\u4e0d\u5c0f\u5fc3\u5199\u592a\u957f\u4e86\u6240\u4ee5\u8fd9\u4e2a\u95ee\u9898\u4e0b\u7bc7\u518d\u5199\u5427\uff0c\u5982\u679c\u8fd9\u7bc7\u8fd8\u6709\u4eba\u770b\u7684\u8bddXD<\/p>\n<p>\u56fe\u7247\u6765\u6e90\uff1a<\/p>\n<p>[1] \u674e\u5b8f\u6bc5-Next Step of Machine Learning: <\/p>\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PLJV_el3uVTsOK_ZK5L0Iv_EQoL1JefRL4\">https:\/\/www.youtube.com\/playlist?list=PLJV_el3uVTsOK_ZK5L0Iv_EQoL1JefRL4<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e4b\u524d\u5199\u7684\u662f\u674e\u5b8f\u6bc5\u7684\u516c\u5f00\u8bfe\u300a\u673a\u5668\u5b66\u4e60\u7684\u4e0b\u4e00\u6b65\u300b\u7684\u7b2c\u4e8c\u8bb2\uff0cAI\u6a21\u578b\u7684\u653b\u51fb\u548c\u9632\u5fa1\u3002\u4eca\u5929\u8981\u8bb2\u7684\u7b2c\u4e09\u8bb2\u7684\u5185\u5bb9\u662f\u5173\u4e8e\u53ef\u89e3\u91ca [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-235","post","type-post","status-publish","format-standard","hentry","category-research"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":6}},"_links":{"self":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts\/235","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=235"}],"version-history":[{"count":9,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts\/235\/revisions"}],"predecessor-version":[{"id":285,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts\/235\/revisions\/285"}],"wp:attachment":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=235"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=235"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=235"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}