{"id":186800,"date":"2024-05-09T15:34:39","date_gmt":"2024-05-09T07:34:39","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/186800.html"},"modified":"2024-05-09T15:34:41","modified_gmt":"2024-05-09T07:34:41","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e6%80%8e%e4%b9%88%e5%81%9a%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e7%9a%84%e5%8c%ba%e9%97%b4%e9%a2%84%e6%b5%8b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/186800.html","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u600e\u4e48\u505a\u65f6\u95f4\u5e8f\u5217\u7684\u533a\u95f4\u9884\u6d4b"},"content":{"rendered":"

\"\u673a\u5668\u5b66\u4e60\u600e\u4e48\u505a\u65f6\u95f4\u5e8f\u5217\u7684\u533a\u95f4\u9884\u6d4b\"<\/p>\n

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\u4e00\u3001\u6570\u636e\u9884\u5904\u7406<\/h3>\n<\/p>\n

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    \n
  • \u6570\u636e\u6e05\u6d17\uff1a\u786e\u4fdd\u65f6\u95f4\u5e8f\u5217\u7684\u4e00\u81f4\u6027\u548c\u5b8c\u6574\u6027\uff0c\u5305\u62ec\u65f6\u95f4\u6233\u7684\u4e00\u81f4\u6027\u548c\u6570\u636e\u683c\u5f0f\u7684\u7edf\u4e00\u3002<\/li>\n
  • \u7f3a\u5931\u503c\u5904\u7406\uff1a\u53ef\u91c7\u7528\u63d2\u503c\u3001\u524d\u5411\u586b\u5145\u3001\u540e\u5411\u586b\u5145\u7b49\u65b9\u6cd5\u6765\u5904\u7406\u7f3a\u5931\u503c\uff0c\u786e\u4fdd\u6570\u636e\u7684\u8fde\u7eed\u6027\u3002<\/li>\n
  • \u5f02\u5e38\u503c\u5904\u7406\uff1a\u901a\u8fc7\u7bb1\u7ebf\u56fe\u3001\u6807\u51c6\u5dee\u7b49\u65b9\u6cd5\u8bc6\u522b\u5e76\u5904\u7406\u5f02\u5e38\u503c\uff0c\u4ee5\u907f\u514d\u5bf9\u6a21\u578b\u7684\u8d1f\u9762\u5f71\u54cd\u3002<\/li>\n
  • \u6570\u636e\u53d8\u6362\uff1a\u5982\u5bf9\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5dee\u5206\u3001\u5b63\u8282\u6027\u8c03\u6574\u3001\u5f52\u4e00\u5316\u6216\u6807\u51c6\u5316\u7b49\uff0c\u51cf\u5c11\u6570\u636e\u7684\u975e\u5e73\u7a33\u6027\u548c\u63d0\u9ad8\u7b97\u6cd5\u7684\u6027\u80fd\u3002<\/li>\n<\/ul>\n

    \u4e8c\u3001\u7279\u5f81\u5de5\u7a0b<\/h3>\n<\/p>\n

    \u7279\u5f81\u5de5\u7a0b\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u4e00\u4e2a\u6838\u5fc3\u90e8\u5206\uff0c\u5b83\u5305\u62ec\u7279\u5f81\u63d0\u53d6\u3001\u7279\u5f81\u9009\u62e9\u548c\u7279\u5f81\u6784\u9020<\/strong>\u7b49\u73af\u8282\u3002<\/p>\n<\/p>\n

      \n
    • \u7279\u5f81\u63d0\u53d6\uff1a\u6839\u636e\u65f6\u95f4\u5e8f\u5217\u7684\u7279\u6027\u63d0\u53d6\u6709\u610f\u4e49\u7684\u7279\u5f81\uff0c\u5982\u6eda\u52a8\u7edf\u8ba1\u6570\u636e\u3001\u65f6\u95f4\u6807\u7b7e\u3001\u5085\u7acb\u53f6\u53d8\u6362\u7cfb\u6570\u7b49\u3002<\/li>\n
    • \u7279\u5f81\u9009\u62e9\uff1a\u901a\u8fc7\u76f8\u5173\u6027\u5206\u6790\u3001\u91cd\u8981\u6027\u8bc4\u5206\u7b49\u65b9\u6cd5\uff0c\u4ece\u63d0\u53d6\u7684\u5927\u91cf\u7279\u5f81\u4e2d\u9009\u62e9\u5bf9\u9884\u6d4b\u6700\u6709\u8d21\u732e\u7684\u7279\u5f81\u5b50\u96c6\u3002<\/li>\n
    • \u7279\u5f81\u6784\u9020\uff1a\u7ed3\u5408\u9886\u57df\u77e5\u8bc6\u6784\u9020\u65b0\u7279\u5f81\uff0c\u4ee5\u63ed\u793a\u6570\u636e\u6df1\u5c42\u7684\u89c4\u5f8b\u6027\u6216\u5468\u671f\u6027\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u89e3\u91ca\u80fd\u529b\u548c\u9884\u6d4b\u51c6\u786e\u5ea6\u3002<\/li>\n<\/ul>\n

      \u4e09\u3001\u7b97\u6cd5\u9009\u62e9<\/h3>\n<\/p>\n

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        \n
      • \u7edf\u8ba1\u65b9\u6cd5\uff1a\u5982ARIMA\u3001\u5b63\u8282\u6027\u5206\u89e3\u7684\u81ea\u56de\u5f52\u79fb\u52a8\u5e73\u5747\u6a21\u578b(SARIMA)\uff0c\u9002\u5408\u5904\u7406\u7ebf\u6027\u5173\u7cfb\u5f3a\u7684\u65f6\u95f4\u5e8f\u5217\u3002<\/li>\n
      • \u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff1a\u5982\u968f\u673a\u68ee\u6797\u3001\u652f\u6301\u5411\u91cf\u673a(SVM)\u3001\u795e\u7ecf\u7f51\u7edc\uff0c\u5c24\u5176\u662f\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc(LSTM)\uff0c\u80fd\u591f\u5904\u7406\u975e\u7ebf\u6027\u5173\u7cfb\u548c\u5927\u91cf\u7279\u5f81\u7684\u6570\u636e\u3002<\/li>\n
      • \u6df7\u5408\u6a21\u578b\uff1a\u5c06\u4e0d\u540c\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\u96c6\u6210\uff0c\u901a\u5e38\u53ef\u4ee5\u5f97\u5230\u66f4\u7a33\u5065\u66f4\u51c6\u786e\u7684\u9884\u6d4b\uff0c\u5982\u6a21\u578b\u878d\u5408\u3001\u5806\u53e0\u7b49\u3002<\/li>\n<\/ul>\n

        \u56db\u3001\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1<\/h3>\n<\/p>\n

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          \n
        • \u8bad\u7ec3\uff1a\u4f7f\u7528\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\u8fdb\u884c\u70b9\u9884\u6d4b\uff0c\u540c\u65f6\u901a\u8fc7\u8bc4\u4f30\u6a21\u578b\u4e0d\u540c\u914d\u7f6e\u4e0b\u7684\u4e0d\u786e\u5b9a\u6027\u6765\u9884\u6d4b\u533a\u95f4\u3002<\/li>\n
        • \u9a8c\u8bc1\uff1a\u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u3001\u65f6\u95f4\u5e8f\u5217\u7684\u6eda\u52a8\u9884\u6d4b\u7b49\u65b9\u6cd5\u9a8c\u8bc1\u6a21\u578b\u7684\u6027\u80fd\u548c\u7a33\u5b9a\u6027\uff0c\u5bf9\u6a21\u578b\u7684\u8fc7\u62df\u5408\u8fdb\u884c\u8c03\u8282\u3002<\/li>\n<\/ul>\n

          \u4e94\u3001\u533a\u95f4\u9884\u6d4b\u4e0e\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30<\/h3>\n<\/p>\n

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            \n
          • \u7f6e\u4fe1\u533a\u95f4\uff1a\u6839\u636e\u6a21\u578b\u7684\u4e0d\u786e\u5b9a\u6027\u4e3a\u7ed9\u5b9a\u7684\u9884\u6d4b\u70b9\u63d0\u4f9b\u4e00\u4e2a\u7f6e\u4fe1\u533a\u95f4\uff0c\u8868\u793a\u9884\u6d4b\u503c\u53ef\u80fd\u843d\u5728\u8be5\u533a\u95f4\u7684\u6982\u7387\u3002<\/li>\n
          • \u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff1a\u53ef\u4ee5\u901a\u8fc7\u6b21\u91c7\u6837\u65b9\u6cd5\u5982\u81ea\u52a9\u6cd5\u3001\u8d1d\u53f6\u65af\u6a21\u578b\u7b49\u6765\u4f30\u8ba1\u9884\u6d4b\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u5f97\u5230\u7f6e\u4fe1\u533a\u95f4\u3002<\/li>\n<\/ul>\n

            \u516d\u3001\u6a21\u578b\u4f18\u5316\u4e0e\u8c03\u53c2<\/h3>\n<\/p>\n

            \u901a\u8fc7\u8c03\u6574\u6a21\u578b\u53c2\u6570\u6765\u4f18\u5316\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9884\u6d4b\u6027\u80fd\u3002\u6a21\u578b\u8c03\u53c2\u5305\u62ec\u9009\u62e9\u5408\u9002\u7684\u8d85\u53c2\u6570\u3001\u4f7f\u7528\u7f51\u683c\u641c\u7d22\u548c\u968f\u673a\u641c\u7d22<\/strong>\u3002<\/p>\n<\/p>\n

              \n
            • \u8d85\u53c2\u6570\u4f18\u5316\uff1a\u8c03\u6574\u5b66\u4e60\u7387\u3001\u6811\u7684\u6df1\u5ea6\u3001\u9690\u85cf\u5c42\u7684\u6570\u91cf\u7b49\u8d85\u53c2\u6570\uff0c\u4ee5\u627e\u5230\u6700\u4f18\u7684\u6a21\u578b\u914d\u7f6e\u3002<\/li>\n
            • \u6a21\u578b\u8bc4\u4ef7\uff1a\u4f7f\u7528\u5747\u65b9\u8bef\u5dee(MSE)\u3001\u5e73\u5747\u7edd\u5bf9\u8bef\u5dee(MAE)\u3001R\u5e73\u65b9\u7b49\u6307\u6807\u6765\u8bc4\u4ef7\u6a21\u578b\u7684\u9884\u6d4b\u7cbe\u5ea6\u548c\u6cdb\u5316\u80fd\u529b\u3002<\/li>\n<\/ul>\n

              \u4e03\u3001\u7ed3\u679c\u89e3\u91ca\u4e0e\u5e94\u7528<\/h3>\n<\/p>\n

              \u6a21\u578b\u5efa\u597d\u540e\uff0c\u9700\u8981\u5c06\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\u4ee5\u53ca\u9884\u6d4b\u533a\u95f4\u8f6c\u5316\u4e3a\u4e1a\u52a1\u6d1e\u5bdf\u3002<\/p>\n<\/p>\n

                \n
              • \u7ed3\u679c\u5c55\u793a\uff1a\u901a\u8fc7\u56fe\u5f62\u5316\u8868\u793a\uff0c\u6e05\u6670\u5c55\u793a\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u9884\u6d4b\u7ed3\u679c\u548c\u7f6e\u4fe1\u533a\u95f4\u3002<\/li>\n
              • \u5e94\u7528\u4ef7\u503c\uff1a\u7ed3\u5408\u884c\u4e1a\u80cc\u666f\u548c\u7cbe\u51c6\u7684\u533a\u95f4\u9884\u6d4b\uff0c\u8fdb\u884c\u5e93\u5b58\u7ba1\u7406\u3001\u98ce\u9669\u8bc4\u4f30\u3001\u5e02\u573a\u5206\u6790\u7b49\u5e94\u7528\u3002<\/li>\n<\/ul>\n

                \u673a\u5668\u5b66\u4e60\u5728\u65f6\u95f4\u5e8f\u5217\u533a\u95f4\u9884\u6d4b\u7684\u5e94\u7528\u4e0d\u65ad\u6df1\u5165\uff0c\u5728\u5b9e\u8df5\u4e2d\u9700\u8981\u6301\u7eed\u8fed\u4ee3\u548c\u5b8c\u5584\u6a21\u578b\uff0c\u4ee5\u9002\u5e94\u52a8\u6001\u53d8\u5316\u7684\u6570\u636e\u7279\u6027\uff0c\u5e76\u63d0\u9ad8\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\u7684\u8ba4\u771f\u6267\u884c\uff0c\u673a\u5668\u5b66\u4e60\u53ef\u4ee5\u6709\u6548\u5730\u8fdb\u884c\u65f6\u95f4\u5e8f\u5217\u7684\u533a\u95f4\u9884\u6d4b\u3002<\/p>\n<\/p>\n

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

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