{"id":121544,"date":"2019-05-22T15:05:43","date_gmt":"2019-05-22T07:05:43","guid":{"rendered":"http:\/\/www.fagao.me\/?p=121544"},"modified":"2019-05-22T15:05:43","modified_gmt":"2019-05-22T07:05:43","slug":"%e5%85%a5%e9%97%a8-%e5%b0%86%e5%ba%94%e7%94%a8%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bd%ac%e5%8c%96%e4%b8%ba%e6%b1%82%e8%a7%a3%e6%90%9c%e7%b4%a2%e9%97%ae%e9%a2%98-2","status":"publish","type":"post","link":"https:\/\/www.fagao.me\/p\/121544.htm","title":{"rendered":"\u5165\u95e8 | \u5c06\u5e94\u7528\u673a\u5668\u5b66\u4e60\u8f6c\u5316\u4e3a\u6c42\u89e3\u641c\u7d22\u95ee\u9898"},"content":{"rendered":"
<\/div>\n

\u9009\u81eamachinelearningmastery<\/span><\/p>\n

\u4f5c\u8005\uff1aJason Brownlee<\/strong><\/span><\/p>\n

\u53c2\u4e0e\uff1a\u4e7e\u6811\u3001\u5218\u6653\u5764<\/strong><\/span><\/p>\n

\n

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\u8bfb\u5b8c\u672c\u6587\uff0c\u4f60\u5c06\u77e5\u9053\uff1a<\/span><\/p>\n

    \n
  • \n

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  • \n

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  • \n

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    \n

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      \n
    • \n

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    • \n

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    • \n

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    • \n

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    • \n

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    • \n

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      \n

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        \n
      • \n

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      • \n

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      • \n

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      • \n

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      • \n

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      • \n

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        \u9009\u62e9\u6570\u636e\u96c6<\/span><\/strong><\/p>\n

        \u9009\u62e9\u5b66\u4e60\u95ee\u9898\u7684\u6846\u67b6\u548c\u7528\u4e8e\u8bad\u7ec3\u7cfb\u7edf\u7684\u6570\u636e\u662f\u5f00\u53d1\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u7684\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\u3002<\/span><\/p>\n

        \u4f60\u4e0d\u80fd\u4f7f\u7528\u6240\u6709\u7684\u6570\u636e\uff1a\u6240\u6709\u7684\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u6210\u5bf9\u513f\u51fa\u73b0\u3002\u5982\u679c\u4f60\u8fd9\u6837\u505a\u4e86\uff0c\u5c31\u4e0d\u9700\u8981\u4e00\u4e2a\u9884\u6d4b\u6a21\u578b\u9884\u6d4b\u65b0\u8f93\u5165\u7684\u8f93\u51fa\u503c\u4e86\u3002<\/span><\/p>\n

        \u4f60\u9700\u8981\u4e00\u4e9b\u8f93\u5165-\u8f93\u51fa\u5bf9\u6570\u636e\u96c6\u3002\u5982\u679c\u6ca1\u6709\uff0c\u4f60\u62ff\u4ec0\u4e48\u8bad\u7ec3\u9884\u6d4b\u6a21\u578b\uff1f<\/span><\/p>\n

        \u4f46\u662f\u4f60\u53ef\u80fd\u6709\u5927\u91cf\u7684\u6570\u636e\uff0c\u4f60\u53ea\u9700\u6311\u9009\u90e8\u5206\u7528\u4e8e\u8bad\u7ec3\u3002\u4ea6\u6216\u4f60\u53ef\u4ee5\u968f\u610f\u751f\u6210\u5927\u91cf\u6570\u636e\uff0c\u552f\u4e00\u7684\u6311\u6218\u5c31\u662f\u751f\u6210\u6216\u6536\u96c6\u7684\u6570\u636e\u7684\u79cd\u7c7b\u548c\u6570\u91cf\u3002<\/span><\/p>\n

        \u4f60\u9009\u62e9\u7684\u7528\u6765\u5efa\u7acb\u5b66\u4e60\u7cfb\u7edf\u6a21\u578b\u7684\u6570\u636e\u5fc5\u987b\u5145\u5206\u6355\u83b7\u53ef\u7528\u6570\u636e\u7684\u8f93\u5165\u548c\u8f93\u51fa\u6570\u636e\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4ee5\u53ca\u8be5\u6a21\u578b\u5c06\u6765\u53ef\u80fd\u9884\u6d4b\u7684\u6570\u636e\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/span><\/p>\n

        \n

        \u4ece\u4e00\u4e2a\u95ee\u9898\u7684\u6240\u6709\u6570\u636e\u4e2d\u9009\u62e9\u8bad\u7ec3\u6570\u636e<\/span><\/span><\/p>\n

        \u9009\u62e9\u7b97\u6cd5<\/span><\/strong><\/p>\n

        \u4f60\u5fc5\u987b\u9009\u62e9\u6a21\u578b\u7684\u8868\u5f81\u5f62\u5f0f\u4ee5\u53ca\u7528\u4e8e\u62df\u5408\u8bad\u7ec3\u6570\u636e\u7684\u7b97\u6cd5\u3002\u8fd9\u540c\u6837\u662f\u5f00\u53d1\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\u3002<\/span><\/p>\n

        \n

        \u4ece\u4e00\u4e2a\u95ee\u9898\u7684\u6240\u6709\u53ef\u80fd\u7b97\u6cd5\u4e2d\u9009\u62e9\u4e00\u4e2a\u7b97\u6cd5<\/span><\/span><\/p>\n

        \u8fd9\u4e2a\u51b3\u7b56\u901a\u5e38\u88ab\u7b80\u5316\u4e3a\u7b97\u6cd5\u7684\u9009\u62e9\uff0c\u5c3d\u7ba1\u9879\u76ee\u7ecf\u7406\u7ecf\u5e38\u5bf9\u9879\u76ee\u8ffd\u52a0\u8981\u6c42\uff0c\u4f8b\u5982\u6a21\u578b\u80fd\u591f\u89e3\u91ca\u9884\u6d4b\uff0c\u800c\u9884\u6d4b\u53c8\u53cd\u8fc7\u6765\u5bf9\u6700\u7ec8\u6a21\u578b\u8868\u793a\u5f62\u5f0f\u65bd\u52a0\u7ea6\u675f\uff0c\u6700\u540e\u53cd\u8fc7\u6765\u5f71\u54cd\u4f60\u53ef\u4ee5\u641c\u7d22\u7684\u6620\u5c04\u8303\u56f4\u3002<\/span><\/p>\n

        \n

        \u9009\u62e9\u4e00\u4e2a\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6620\u5c04\u51fd\u6570\u7684\u903c\u8fd1\u51fd\u6570\u7684\u5f71\u54cd<\/span><\/span><\/p>\n

        \u5c06\u673a\u5668\u5b66\u4e60\u8f6c\u4e3a\u641c\u7d22\u95ee\u9898\u7684\u610f\u4e49<\/span><\/strong><\/p>\n

        \u8fd9\u79cd\u5c06\u5b66\u4e60\u7cfb\u7edf\u8f6c\u4e3a\u641c\u7d22\u95ee\u9898\u7684\u6982\u5ff5\u5316\u6709\u52a9\u4e8e\u6e05\u695a\u5730\u8868\u660e\u5e94\u7528\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8bb8\u591a\u76f8\u5173\u95ee\u9898\u3002<\/span><\/p>\n

        \u8fd9\u8282\u6709\u4ee5\u4e0b\u51e0\u70b9\u3002<\/span><\/p>\n

        \u8fed\u4ee3\u5b66\u4e60\u7b97\u6cd5<\/span><\/strong><\/p>\n

        \u7528\u4e8e\u5b66\u4e60\u6620\u5c04\u5173\u7cfb\u7684\u7b97\u6cd5\u5c06\u4f1a\u5f3a\u52a0\u66f4\u591a\u7ea6\u675f\uff0c\u968f\u7740\u7b97\u6cd5\u914d\u7f6e\u7684\u9009\u5b9a\uff0c\u5b83\u5c06\u63a7\u5236\u5019\u9009\u6620\u5c04\u51fd\u6570\u7684\u7a7a\u95f4\u6307\u5bfc\u62df\u5408\u6a21\u578b\u7684\u65b9\u5f0f\uff08\u4f8b\u5982\uff0c\u8fed\u4ee3\u5b66\u4e60\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff09<\/span><\/p>\n

        \u6b64\u5904\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4ece\u8bad\u7ec3\u96c6\u4e2d\u5b66\u5230\u7684\u4fe1\u606f\u53ef\u4ee5\u5bf9\u5b66\u4e60\u7cfb\u7edf\u53ef\u80fd\u7684\u6620\u5c04\u51fd\u6570\u7a7a\u95f4\u8fdb\u884c\u6709\u6548\u6307\u5bfc\uff0c\u6700\u597d\u662f\u6311\u9009\u7684\u6620\u5c04\u51fd\u6570\u8d8a\u6765\u8d8a\u597d\u3002\uff08\u4f8b\u5982\uff0c\u722c\u5c71\u7b97\u6cd5\uff09<\/span><\/p>\n

        \n

        \u5b66\u4e60\u7b97\u6cd5\u5728\u8bad\u7ec3\u96c6\u4e0a\u8fed\u4ee3\u66f4\u65b0\u7684\u5f71\u54cd<\/span><\/span><\/p>\n

        \u8fd9\u4e3a\u4f18\u5316\u7b97\u6cd5\u5728\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e2d\u7684\u6838\u5fc3\u4f5c\u7528\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6982\u5ff5\u4e0a\u7684\u7406\u8bba\u57fa\u7840\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u83b7\u53d6\u7279\u5b9a\u8bad\u7ec3\u6570\u636e\u7684\u6a21\u578b\u8868\u5f81\u3002<\/span><\/p>\n

        \u6a21\u578b\u96c6\u6210\u7684\u539f\u7406<\/strong><\/span><\/p>\n

        \u6211\u4eec\u540c\u6837\u53d1\u73b0\u5728\u6240\u6709\u53ef\u80fd\u7684\u51fd\u6570\u6620\u5c04\u4e0a\u7684\u4e0d\u540c\u4f4d\u7f6e\u53ef\u4ee5\u5f97\u5230\u4e0d\u540c\u7684\u6a21\u578b\u8868\u5f81\uff0c\u8fd9\u4e9b\u6a21\u578b\u81ea\u7136\u4e5f\u90fd\u8868\u73b0\u51fa\u4e0d\u540c\u7684\u9884\u6d4b\u884c\u4e3a\uff08\u4f8b\u5982\uff0c\u4e0d\u76f8\u5173\u7684\u9884\u6d4b\u9519\u8bef\uff09\u3002<\/span><\/p>\n

        \u8fd9\u5c31\u4f7f\u5f97\u6574\u5408\u4e0d\u540c\u7684\u4f46\u662f\u6709\u6548\u7684\u9884\u6d4b\u6a21\u578b\u7684\u65b9\u6cd5\u5728\u6982\u5ff5\u4e0a\u53ef\u884c\u3002<\/span><\/p>\n

        \n

        \u7ec4\u5408\u591a\u4e2a\u6700\u7ec8\u6a21\u578b\u8fdb\u884c\u9884\u6d4b\u7684\u89e3\u91ca<\/span><\/span><\/p>\n

        \u62bd\u6837\u68c0\u67e5\u7684\u539f\u7406<\/span><\/strong><\/p>\n

        \u4e0d\u540c\u8868\u5f81\u65b9\u5f0f\u7684\u4e0d\u540c\u7b97\u6cd5\u53ef\u80fd\u5728\u51fd\u6570\u6620\u5c04\u7a7a\u95f4\u4e2d\u7684\u4e0d\u540c\u4f4d\u7f6e\u5f00\u59cb\uff0c\u5e76\u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u6307\u5bfc\u641c\u7d22\u3002<\/span><\/p>\n

        \u5982\u679c\u90fd\u662f\u5728\u9009\u5b9a\u6846\u67b6\u548c\u826f\u597d\u7684\u6570\u636e\u96c6\u4e0b\u7684\u7ea6\u675f\u7a7a\u95f4\u5185\u8fdb\u884c\u641c\u7d22\u7684\uff0c\u90a3\u4e48\u5927\u90e8\u5206\u7684\u7b97\u6cd5\u90fd\u53ef\u80fd\u4f1a\u53d1\u73b0\u597d\u7684\u6216\u7c7b\u4f3c\u7684\u6620\u5c04\u51fd\u6570\u3002<\/span><\/p>\n

        \u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4e00\u4e2a\u597d\u7684\u6846\u67b6\u4ee5\u53ca\u7cbe\u5fc3\u6311\u9009\u7684\u6570\u636e\u96c6\u662f\u5982\u4f55\u627e\u51fa\u5019\u9009\u51fd\u6570\u6620\u5c04\u7a7a\u95f4\u7684\uff0c\u8fd9\u53ef\u4ee5\u901a\u8fc7\u4e00\u5957\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u627e\u5230\u3002<\/span><\/p>\n

        \u8fd9\u4e3a\u5728\u7ed9\u5b9a\u7684\u673a\u5668\u5b66\u4e60\u95ee\u9898\u4e0a\u68c0\u67e5\u4e00\u7ec4\u7b97\u6cd5\uff0c\u5e76\u8fdb\u4e00\u6b65\u7b80\u5316\u6700\u6709\u5e0c\u671b\u7684\u7b97\u6cd5\u6216\u9009\u62e9\u6700\u8282\u7701\u7684\u89e3\u51b3\u65b9\u6848\uff08\u4f8b\u5982\u5965\u5361\u59c6\u5243\u5200\uff09\u63d0\u4f9b\u4e86\u7406\u8bba\u57fa\u7840\u3002<\/span><\/p>\n

        \u6269\u5c55\u9605\u8bfb<\/span><\/strong><\/p>\n

        \u8fd9\u4e00\u8282\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u76f8\u5173\u8d44\u6e90\u4ee5\u5e2e\u52a9\u4f60\u6df1\u5165\u7814\u7a76\u8fd9\u4e00\u95ee\u9898\u3002<\/span><\/p>\n

          \n
        • \n

          Chapter 2, Machine Learning, 1997.<\/span><\/p>\n<\/li>\n

        • \n

          Generalization as Search, 1982.\uff082019\/20190426A\/F0121996 <\/p>\n

        • \n

          Chapter 1, Data Mining: Practical Machine Learning Tools and Techniques, 2016.<\/span><\/p>\n<\/li>\n

        • \n

          On algorithm selection, with an application to combinatorial search problems, 2012.\uff08https:\/\/research-repository.st-andrews.ac.uk\/handle\/10023\/2841\uff09<\/span><\/p>\n<\/li>\n

        • \n

          Algorithm Selection on Wikipedia<\/span><\/p>\n<\/li>\n<\/ul>\n

          \u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/machinelearningmastery.com\/applied-machine-learning-as-a-search-problem\/<\/span><\/p>\n

          \u672c\u6587\u4e3a\u673a\u5668\u4e4b\u5fc3\u7f16\u8bd1\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u672c\u516c\u4f17\u53f7\u83b7\u5f97\u6388\u6743\u3002<\/strong><\/p>\n

          <\/div>\n","protected":false},"excerpt":{"rendered":"

          \u9009\u81eamachinelearningmastery \u4f5c\u8005\uff1aJason Brownlee \u53c2\u4e0e\uff1a\u4e7e\u6811\u3001\u5218\u6653\u5764 \u672c\u6587 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[183],"class_list":["post-121544","post","type-post","status-publish","format-standard","hentry","category-news","tag-183"],"_links":{"self":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/posts\/121544","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/comments?post=121544"}],"version-history":[{"count":0,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/posts\/121544\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/media?parent=121544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/categories?post=121544"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/tags?post=121544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}