{"id":188329,"date":"2024-05-09T16:45:05","date_gmt":"2024-05-09T08:45:05","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/188329.html"},"modified":"2024-05-09T16:45:08","modified_gmt":"2024-05-09T08:45:08","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e9%9c%80%e8%a6%81%e5%93%aa%e4%ba%9b%e5%9f%ba%e7%a1%80","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/188329.html","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u9700\u8981\u54ea\u4e9b\u57fa\u7840"},"content":{"rendered":"

\"\u673a\u5668\u5b66\u4e60\u9700\u8981\u54ea\u4e9b\u57fa\u7840\"<\/p>\n

\u673a\u5668\u5b66\u4e60<\/a>\u9700\u8981\u7684\u57fa\u7840\u5305\u62ec\u6570\u5b66\u77e5\u8bc6\u3001\u7f16\u7a0b\u6280\u80fd\u3001\u6570\u636e\u5904\u7406\u80fd\u529b<\/strong>\u3001\u4ee5\u53ca\u95ee\u9898\u5efa\u6a21\u548c\u8bc4\u4f30\u65b9\u6cd5<\/strong>\u3002\u6570\u5b66\u77e5\u8bc6<\/strong>\u5c24\u4e3a\u5173\u952e\uff0c\u6d89\u53ca\u6982\u7387\u8bba\u4e0e\u7edf\u8ba1\u3001\u7ebf\u6027\u4ee3\u6570\u3001\u5fae\u79ef\u5206\u548c\u4f18\u5316\u7b97\u6cd5\u7b49\u3002\u8fd9\u90e8\u5206\u77e5\u8bc6\u662f\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u7406\u8bba\u57fa\u7840\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u7406\u89e3\u7b97\u6cd5\u7684\u8fd0\u4f5c\u673a\u5236\u4ee5\u53ca\u5bf9\u6a21\u578b\u7684\u6539\u8fdb\u548c\u8c03\u4f18\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n

\u8ba9\u6211\u4eec\u5177\u4f53\u6df1\u5165\u8ba8\u8bba\u6570\u5b66\u77e5\u8bc6\u7684\u91cd\u8981\u6027\u3002\u6570\u5b66\u662f\u7406\u89e3\u548c\u8bbe\u8ba1\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u8bed\u8a00\u3002\u4f8b\u5982\uff0c\u6982\u7387\u8bba\u63d0\u4f9b\u4e86\u4e00\u79cd\u91cf\u5316\u4e0d\u786e\u5b9a\u6027\u7684\u65b9\u6cd5\uff0c\u8fd9\u5bf9\u4e8e\u7f16\u5199\u80fd\u591f\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u548c\u505a\u51fa\u9884\u6d4b\u7684\u7b97\u6cd5\u81f3\u5173\u91cd\u8981\u3002\u7ebf\u6027\u4ee3\u6570\u4f7f\u6211\u4eec\u80fd\u591f\u5904\u7406\u548c\u7406\u89e3\u591a\u7ef4\u6570\u636e\u7ed3\u6784\uff0c\u8fd9\u662f\u5927\u591a\u6570\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5904\u7406\u6570\u636e\u7684\u65b9\u5f0f\uff1b\u5fae\u79ef\u5206\u7528\u4e8e\u627e\u5230\u6a21\u578b\u7684\u6700\u4f18\u89e3\uff0c\u4f8b\u5982\u901a\u8fc7\u68af\u5ea6\u4e0b\u964d\u7b49\u4f18\u5316\u7b97\u6cd5\uff1b\u4f18\u5316\u7b97\u6cd5\u5e2e\u52a9\u6211\u4eec\u6539\u8fdb\u6a21\u578b\u6027\u80fd\u548c\u901f\u5ea6\uff0c\u786e\u4fdd\u7b97\u6cd5\u80fd\u591f\u5728\u5b9e\u9645\u60c5\u51b5\u4e2d\u6709\u6548\u8fd0\u884c\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u6570\u5b66\u77e5\u8bc6<\/h3>\n<\/p>\n

\u6982\u7387\u8bba\u4e0e\u7edf\u8ba1<\/h4>\n<\/p>\n

\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\uff0c\u6982\u7387\u8bba\u662f\u7528\u6765\u63cf\u8ff0\u548c\u5904\u7406\u4e0d\u786e\u5b9a\u6027\u7684\u5de5\u5177\u3002\u7406\u8bba\u4e0a\uff0c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u9700\u8981\u4ece\u4e0d\u5b8c\u5168\u7684\u6216\u6709\u566a\u58f0\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u6a21\u5f0f\uff0c\u800c\u7edf\u8ba1\u5b66\u5c31\u662f\u7528\u6765\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u4fe1\u606f\u3001\u8fdb\u884c\u63a8\u65ad\u548c\u9884\u6d4b\u7684\u79d1\u5b66\u3002\u56e0\u6b64\uff0c\u4e00\u4e2a\u6210\u529f\u7684\u673a\u5668\u5b66\u4e60\u4ece\u4e1a\u8005\u5e94\u8be5\u719f\u6089\u7edf\u8ba1\u5047\u8bbe\u68c0\u9a8c\u3001\u6982\u7387\u5206\u5e03\u3001\u8d1d\u53f6\u65af\u7406\u8bba\u7b49\u57fa\u672c\u6982\u5ff5\u3002<\/p>\n<\/p>\n

    \n
  1. \u6982\u7387\u5206\u5e03<\/strong>\uff1a\u7406\u89e3\u4e0d\u540c\u7684\u6982\u7387\u5206\u5e03\uff08\u5982\u6b63\u6001\u5206\u5e03\u3001\u4e8c\u9879\u5206\u5e03\u7b49\uff09\u5bf9\u4e8e\u5efa\u6a21\u73b0\u5b9e\u4e16\u754c\u6570\u636e\u81f3\u5173\u91cd\u8981\u3002<\/li>\n
  2. \u8d1d\u53f6\u65af\u7406\u8bba<\/strong>\uff1a\u8be5\u7406\u8bba\u63d0\u4f9b\u4e86\u4e00\u79cd\u5728\u7ed9\u5b9a\u5148\u9a8c\u77e5\u8bc6\u7684\u57fa\u7840\u4e0a\uff0c\u66f4\u65b0\u6211\u4eec\u5bf9\u4e0d\u786e\u5b9a\u6027\u7684\u7406\u89e3\u7684\u65b9\u6cd5\u3002<\/li>\n<\/ol>\n

    \u7ebf\u6027\u4ee3\u6570<\/h4>\n<\/p>\n

    \u7ebf\u6027\u4ee3\u6570\u662f\u5904\u7406\u5411\u91cf\u548c\u77e9\u9635\u8fd0\u7b97\u7684\u6570\u5b66\u5206\u652f\uff0c\u8fd9\u5bf9\u673a\u5668\u5b66\u4e60\u5c24\u5176\u91cd\u8981\u3002\u5411\u91cf\u5316\u548c\u77e9\u9635\u8fd0\u7b97\u53ef\u4ee5\u5927\u5e45\u5ea6\u63d0\u5347\u7b97\u6cd5\u7684\u8fd0\u7b97\u6548\u7387\uff0c\u5e76\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u6570\u636e\u7684\u7ed3\u6784\u3002<\/p>\n<\/p>\n

      \n
    1. \u5411\u91cf\u548c\u77e9\u9635\u8fd0\u7b97<\/strong>\uff1a\u6709\u6548\u5730\u5904\u7406\u548c\u8ba1\u7b97\u6a21\u578b\u6743\u91cd\u3001\u8f93\u5165\u6570\u636e\u7b49\u3002<\/li>\n
    2. \u7279\u5f81\u5206\u89e3\u7b49\u9ad8\u7ea7\u6982\u5ff5<\/strong>\uff1a\u6709\u52a9\u4e8e\u7406\u89e3\u6570\u636e\u964d\u7ef4\u65b9\u6cd5\uff0c\u5982\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u3002<\/li>\n<\/ol>\n

      \u5fae\u79ef\u5206<\/h4>\n<\/p>\n

      \u5fae\u79ef\u5206\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u4e3b\u8981\u7528\u4e8e\u4f18\u5316\u95ee\u9898\uff0c\u6bd4\u5982\u786e\u5b9a\u6a21\u578b\u7684\u53c2\u6570\uff0c\u8ba9\u8bef\u5dee\u51fd\u6570\u6700\u5c0f\u5316\u3002<\/p>\n<\/p>\n

        \n
      1. \u504f\u5bfc\u6570\u548c\u68af\u5ea6<\/strong>\uff1a\u7528\u4e8e\u7406\u89e3\u548c\u8ba1\u7b97\u68af\u5ea6\u4e0b\u964d\u7b49\u4f18\u5316\u7b97\u6cd5\u3002<\/li>\n
      2. \u94fe\u5f0f\u6cd5\u5219<\/strong>\uff1a\u5728\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u4e2d\uff0c\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u65f6\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<\/ol>\n

        \u4f18\u5316\u7b97\u6cd5<\/h4>\n<\/p>\n

        \u4f18\u5316\u65b9\u6cd5\u5b66\u662f\u627e\u5230\u5728\u7ed9\u5b9a\u7ea6\u675f\u6761\u4ef6\u4e0b\u7684\u6700\u5927\u503c\u6216\u6700\u5c0f\u503c\u7684\u7b97\u6cd5\u548c\u7406\u8bba\u3002<\/p>\n<\/p>\n

          \n
        1. \u68af\u5ea6\u4e0b\u964d\u53ca\u5176\u53d8\u79cd<\/strong>\uff1a\u5982\u968f\u673a\u68af\u5ea6\u4e0b\u964d\uff08SGD\uff09\u3001\u6279\u91cf\u68af\u5ea6\u4e0b\u964d\uff08BGD\uff09\u3002<\/li>\n
        2. \u7ea6\u675f\u4f18\u5316<\/strong>\uff1a\u5305\u542b\u62c9\u683c\u6717\u65e5\u4e58\u6570\u6cd5\u7b49\u5904\u7406\u6709\u7ea6\u675f\u4f18\u5316\u95ee\u9898\u7684\u65b9\u6cd5\u3002<\/li>\n<\/ol>\n

          \u4e8c\u3001\u7f16\u7a0b\u6280\u80fd<\/h3>\n<\/p>\n

          \u638c\u63e1\u81f3\u5c11\u4e00\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5982Python\u6216R\uff0c\u5bf9\u4e8e\u5b9e\u73b0\u548c\u5b9e\u9a8c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u662f\u5fc5\u987b\u7684\u3002<\/p>\n<\/p>\n

          \u7f16\u7a0b\u57fa\u7840<\/h4>\n<\/p>\n

          \u7f16\u7a0b\u662f\u5b9e\u65bd\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u5de5\u5177\uff0c\u800cPython\u5df2\u7ecf\u6210\u4e3a\u5176\u4e2d\u6700\u53d7\u6b22\u8fce\u7684\u8bed\u8a00\uff0c\u56e0\u4e3a\u5b83\u6709\u4e30\u5bcc\u7684\u5e93\u3001\u793e\u533a\u652f\u6301\u548c\u6613\u7528\u6027\u3002<\/p>\n<\/p>\n

            \n
          1. \u57fa\u7840\u8bed\u6cd5<\/strong>\uff1a\u638c\u63e1\u57fa\u672c\u7684\u7f16\u7a0b\u7ed3\u6784\u5982\u5faa\u73af\u3001\u51fd\u6570\u3001\u7c7b\u7b49\u3002<\/li>\n
          2. \u8c03\u8bd5\u548c\u6d4b\u8bd5<\/strong>\uff1a\u80fd\u591f\u53d1\u73b0\u4ee3\u7801\u4e2d\u7684\u9519\u8bef\u5e76\u8fdb\u884c\u4fee\u6b63\uff0c\u786e\u4fdd\u7b97\u6cd5\u7684\u51c6\u786e\u5b9e\u65bd\u3002<\/li>\n<\/ol>\n

            \u673a\u5668\u5b66\u4e60\u5e93\u548c\u6846\u67b6<\/h4>\n<\/p>\n

            \u719f\u6089\u5e38\u7528\u7684\u673a\u5668\u5b66\u4e60\u5e93\u5982sci-kit learn\u3001TensorFlow\u3001PyTorch\u7b49\uff0c\u53ef\u4ee5\u52a0\u901f\u5f00\u53d1\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n

              \n
            1. \u6570\u636e\u5904\u7406\u5e93<\/strong>\uff1a\u638c\u63e1Pandas\u7b49\u5e93\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u5904\u7406\u3002<\/li>\n
            2. \u7b97\u6cd5\u5b9e\u73b0\u5e93<\/strong>\uff1a\u5b66\u4f1a\u4f7f\u7528sci-kit learn\u7b49\u5e93\u5b9e\u73b0\u6807\u51c6\u7b97\u6cd5\u3002<\/li>\n<\/ol>\n

              \u4e09\u3001\u6570\u636e\u5904\u7406\u80fd\u529b<\/h3>\n<\/p>\n

              \u6570\u636e\u662f\u673a\u5668\u5b66\u4e60\u7684\u539f\u6750\u6599\uff0c\u56e0\u6b64\u5904\u7406\u548c\u7406\u89e3\u6570\u636e\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n

              \u6570\u636e\u6e05\u6d17\u548c\u9884\u5904\u7406<\/h4>\n<\/p>\n

              \u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u6570\u636e\u4e0d\u4f1a\u5b8c\u7f8e\u5730\u5448\u73b0\u7ed9\u6a21\u578b\u3002\u5b83\u5e38\u5e38\u5145\u6ee1\u4e86\u566a\u58f0\u548c\u4e0d\u4e00\u81f4\uff0c\u8fd9\u5c31\u9700\u8981\u6570\u636e\u6e05\u6d17\u7684\u6280\u5de7\u3002<\/p>\n<\/p>\n

                \n
              1. \u5904\u7406\u7f3a\u5931\u503c<\/strong>\uff1a\u7406\u89e3\u4f55\u65f6\u5e94\u5220\u9664\u3001\u586b\u8865\u6216\u4f30\u7b97<\/a>\u7f3a\u5931\u503c\u3002<\/li>\n
              2. \u7279\u5f81\u5de5\u7a0b<\/strong>\uff1a\u521b\u5efa\u6709\u6548\u7684\u7279\u5f81\u4ee5\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\u3002<\/li>\n<\/ol>\n

                \u6570\u636e\u53ef\u89c6\u5316<\/h4>\n<\/p>\n

                \u6570\u636e\u53ef\u89c6\u5316\u80fd\u591f\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u6570\u636e\u7684\u5206\u5e03\u3001\u8d8b\u52bf\u548c\u5173\u7cfb\u3002<\/p>\n<\/p>\n

                  \n
                1. \u638c\u63e1\u56fe\u8868\u548c\u56fe\u50cf<\/strong>\uff1a\u4f7f\u7528Matplotlib\u3001Seaborn\u7b49\u5e93\u6765\u521b\u5efa\u89c6\u56fe\u3002<\/li>\n
                2. \u63a2\u7d22\u6027\u6570\u636e\u5206\u6790<\/strong>\uff1a\u8bc6\u522b\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u548c\u5f02\u5e38\u70b9\u3002<\/li>\n<\/ol>\n

                  \u56db\u3001\u95ee\u9898\u5efa\u6a21\u548c\u8bc4\u4f30\u65b9\u6cd5<\/h3>\n<\/p>\n

                  \u5efa\u6a21\u662f\u673a\u5668\u5b66\u4e60\u6d41\u7a0b\u7684\u6838\u5fc3\uff0c\u800c\u6a21\u578b\u8bc4\u4f30\u5219\u786e\u4fdd\u6211\u4eec\u80fd\u591f\u51c6\u786e\u5730\u8861\u91cf\u6a21\u578b\u6027\u80fd\u3002<\/p>\n<\/p>\n

                  \u6a21\u578b\u9009\u62e9<\/h4>\n<\/p>\n

                  \u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u5e76\u4e0d\u603b\u662f\u76f4\u89c2\u7684\uff0c\u5b83\u8981\u6c42\u4f60\u7406\u89e3\u4e0d\u540c\u7b97\u6cd5\u7684\u4f18\u52bf\u548c\u5c40\u9650\u3002<\/p>\n<\/p>\n

                    \n
                  1. \u7406\u89e3\u7b97\u6cd5\u9002\u7528\u6027<\/strong>\uff1a\u6839\u636e\u95ee\u9898\u7684\u6027\u8d28\u9009\u62e9\u5408\u9002\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002<\/li>\n
                  2. \u6a21\u578b\u590d\u6742\u5ea6\u548c\u8fc7\u62df\u5408<\/strong>\uff1a\u7406\u89e3\u6a21\u578b\u590d\u6742\u5ea6\u4e0e\u8fc7\u62df\u5408\u7684\u5173\u7cfb\uff0c\u5e76\u77e5\u9053\u5982\u4f55\u63a7\u5236\u3002<\/li>\n<\/ol>\n

                    \u6a21\u578b\u8bc4\u4f30\u548c\u9a8c\u8bc1<\/h4>\n<\/p>\n

                    \u6a21\u578b\u8bc4\u4f30\u662f\u68c0\u67e5\u6a21\u578b\u6548\u679c\u7684\u5173\u952e\u6b65\u9aa4\uff0c\u4f7f\u7528\u6b63\u786e\u7684\u5ea6\u91cf\u6807\u51c6\u5bf9\u4e8e\u4efb\u4f55\u9879\u76ee\u90fd\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n

                      \n
                    1. \u4ea4\u53c9\u9a8c\u8bc1<\/strong>\uff1a\u7528\u6765\u786e\u4fdd\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002<\/li>\n
                    2. \u6027\u80fd\u5ea6\u91cf\u6307\u6807<\/strong>\uff1a\u7cbe\u786e\u5ea6\u3001\u53ec\u56de\u7387\u3001F1\u5206\u6570\u3001ROC\u66f2\u7ebf\u7b49\u6765\u8bc4\u4f30\u5206\u7c7b\u6a21\u578b\u7684\u6027\u80fd\uff1b\u5747\u65b9\u8bef\u5dee\uff08MSE\uff09\u3001R\u00b2\u5206\u6570\u7b49\u6765\u8bc4\u4f30\u56de\u5f52\u6a21\u578b\u7684\u6027\u80fd\u3002<\/li>\n<\/ol>\n

                      \u4e94\u3001\u5b9e\u8df5\u7ecf\u9a8c<\/h3>\n<\/p>\n

                      \u6700\u540e\uff0c\u5b9e\u9645\u5e94\u7528\u548c\u83b7\u53d6\u5b9e\u8df5\u7ecf\u9a8c\u5bf9\u4e8e\u7406\u89e3\u548c\u638c\u63e1\u673a\u5668\u5b66\u4e60\u540c\u6837\u91cd\u8981\u3002<\/p>\n<\/p>\n

                      \u5b9e\u9645\u9879\u76ee\u7ecf\u9a8c<\/h4>\n<\/p>\n

                      \u901a\u8fc7\u5b9e\u8df5\u53c2\u4e0e\u9879\u76ee\u662f\u9a8c\u8bc1\u548c\u6269\u5c55\u77e5\u8bc6\u6700\u6709\u6548\u7684\u65b9\u5f0f\u3002<\/p>\n<\/p>\n

                        \n
                      1. \u53c2\u4e0e\u5f00\u6e90\u9879\u76ee<\/strong>\uff1a\u8d21\u732e\u4ee3\u7801\uff0c\u5b66\u4e60\u793e\u533a\u6700\u4f73\u5b9e\u8df5\u3002<\/li>\n
                      2. \u4e2a\u4eba\u6216\u5b66\u672f\u7814\u7a76\u9879\u76ee<\/strong>\uff1a\u81ea\u4e3b\u5b9e\u65bd\u9879\u76ee\uff0c\u4ece\u5b9e\u8df5\u4e2d\u5b66\u4e60\u3002<\/li>\n<\/ol>\n

                        \u6301\u7eed\u5b66\u4e60\u548c\u9002\u5e94<\/h4>\n<\/p>\n

                        \u673a\u5668\u5b66\u4e60\u9886\u57df\u4e0d\u65ad\u8fdb\u6b65\uff0c\u6240\u4ee5\u6301\u7eed\u5b66\u4e60\u662f\u5fc5\u987b\u7684\u3002<\/p>\n<\/p>\n

                          \n
                        1. \u8ddf\u8e2a\u6700\u65b0\u7814\u7a76<\/strong>\uff1a\u9605\u8bfb\u5b66\u672f\u8bba\u6587\u3001\u535a\u5ba2\u6587\u7ae0\uff0c\u53c2\u52a0\u76f8\u5173\u4f1a\u8bae\u3002<\/li>\n
                        2. \u7ebf\u4e0a\u8bfe\u7a0b\u548c\u57f9\u8bad<\/strong>\uff1a\u4ece\u5165\u95e8\u5230\u9ad8\u7ea7\uff0c\u7f51\u7edc\u4e0a\u6709\u65e0\u6570\u8d44\u6e90\u53ef\u4f9b\u5b66\u4e60\u3002<\/li>\n<\/ol>\n

                          \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

                          1. \u4e3a\u4ec0\u4e48\u6570\u5b66\u57fa\u7840\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u5f88\u91cd\u8981\uff1f<\/strong><\/p>\n

                          \u6570\u5b66\u57fa\u7840\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u57fa\u672c\u539f\u7406\u662f\u57fa\u4e8e\u6570\u5b66\u6a21\u578b\u548c\u8fd0\u7b97\u7684\u3002\u4f8b\u5982\uff0c\u7ebf\u6027\u4ee3\u6570\u7528\u4e8e\u5904\u7406\u77e9\u9635\u8fd0\u7b97\u548c\u7279\u5f81\u5411\u91cf\u5206\u6790\uff0c\u6982\u7387\u8bba\u548c\u7edf\u8ba1\u5b66\u7528\u4e8e\u63cf\u8ff0\u548c\u63a8\u65ad\u6570\u636e\u7684\u5206\u5e03\uff0c\u5fae\u79ef\u5206\u7528\u4e8e\u4f18\u5316\u7b97\u6cd5\u7b49\u3002\u6ca1\u6709\u624e\u5b9e\u7684\u6570\u5b66\u57fa\u7840\uff0c\u7406\u89e3\u548c\u5e94\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5c06\u53d8\u5f97\u56f0\u96be\u3002<\/p>\n

                          2. \u54ea\u4e9b\u7f16\u7a0b\u8bed\u8a00\u662f\u673a\u5668\u5b66\u4e60\u7684\u57fa\u7840\uff1f<\/strong><\/p>\n

                          \u7f16\u7a0b\u8bed\u8a00\u662f\u673a\u5668\u5b66\u4e60\u7684\u57fa\u77f3\uff0c\u4f46\u5e76\u975e\u53ea\u6709\u4e00\u79cd\u7f16\u7a0b\u8bed\u8a00\u9002\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u3002\u5e38\u89c1\u7684\u673a\u5668\u5b66\u4e60\u7f16\u7a0b\u8bed\u8a00\u5305\u62ecPython\u3001R\u548cJulia\u3002Python\u5177\u6709\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u5e93\u548c\u5de5\u5177\uff0c\u5982Scikit-learn\u548cTensorFlow\u3002R\u662f\u6570\u636e\u5206\u6790\u548c\u7edf\u8ba1\u5efa\u6a21\u7684\u9996\u9009\u8bed\u8a00\uff0c\u62e5\u6709\u5404\u79cd\u673a\u5668\u5b66\u4e60\u5305\uff0c\u5982caret\u548crandomForest\u3002Julia\u662f\u4e00\u79cd\u65b0\u5174\u7684\u9ad8\u6027\u80fd\u7f16\u7a0b\u8bed\u8a00\uff0c\u7279\u522b\u9002\u5408\u6570\u503c\u8ba1\u7b97\u548c\u79d1\u5b66\u8ba1\u7b97\u3002<\/p>\n

                          3. \u5b66\u4e60\u673a\u5668\u5b66\u4e60\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u9886\u57df\u77e5\u8bc6\uff1f<\/strong><\/p>\n

                          \u9664\u4e86\u6570\u5b66\u548c\u7f16\u7a0b\u57fa\u7840\uff0c\u5b66\u4e60\u673a\u5668\u5b66\u4e60\u8fd8\u9700\u8981\u4e86\u89e3\u5176\u4ed6\u4e00\u4e9b\u9886\u57df\u77e5\u8bc6\u3002\u4f8b\u5982\uff0c\u6570\u636e\u5904\u7406\u548c\u7279\u5f81\u5de5\u7a0b\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u5f88\u91cd\u8981\u7684\u4e00\u90e8\u5206\uff0c\u9700\u8981\u4e86\u89e3\u6570\u636e\u6e05\u6d17\u3001\u7279\u5f81\u9009\u62e9\u548c\u6570\u636e\u8f6c\u6362\u7b49\u6280\u672f\u3002\u6b64\u5916\uff0c\u5bf9\u4e8e\u7279\u5b9a\u9886\u57df\u7684\u673a\u5668\u5b66\u4e60\u5e94\u7528\uff0c\u4f8b\u5982\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6216\u8ba1\u7b97\u673a\u89c6\u89c9\uff0c\u9700\u8981\u4e86\u89e3\u76f8\u5173\u7684\u9886\u57df\u77e5\u8bc6\u548c\u6280\u672f\uff0c\u4ee5\u4fbf\u5728\u6570\u636e\u9884\u5904\u7406\u548c\u6a21\u578b\u8bbe\u8ba1\u4e2d\u505a\u51fa\u6b63\u786e\u7684\u51b3\u7b56\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u673a\u5668\u5b66\u4e60\u9700\u8981\u7684\u57fa\u7840\u5305\u62ec\u6570\u5b66\u77e5\u8bc6\u3001\u7f16\u7a0b\u6280\u80fd\u3001\u6570\u636e\u5904\u7406\u80fd\u529b\u3001\u4ee5\u53ca\u95ee\u9898\u5efa\u6a21\u548c\u8bc4\u4f30\u65b9\u6cd5\u3002\u6570\u5b66\u77e5\u8bc6\u5c24\u4e3a\u5173\u952e\uff0c\u6d89\u53ca\u6982\u7387\u8bba\u4e0e […]","protected":false},"author":3,"featured_media":188330,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/188329"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=188329"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/188329\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/188330"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=188329"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=188329"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=188329"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}