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class=\"wp-block-paragraph\"><strong>\u5206\u6790\u5c42<\/strong>\u57fa\u4e8e\u878d\u5408\u6570\u636e\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u3001\u5f02\u5e38\u68c0\u6d4b\u4e0e\u6a21\u5f0f\u8bc6\u522b\u3002\u91c7\u7528CNN+LSTM+Transformer\u6df7\u5408\u795e\u7ecf\u7f51\u7edc\u63d0\u53d6\u591a\u6a21\u6001\u7279\u5f81\uff0c\u57fa\u4e8eTensorFlow\/PyTorch\u6784\u5efa\u8fc1\u79fb\u5b66\u4e60\u5e73\u53f0\uff0c\u89e3\u51b3\u5de5\u4e1a\u5c0f\u6837\u672c\u5b66\u4e60\u96be\u9898\uff0c\u6a21\u578b\u51c6\u786e\u7387\u63d0\u534730%\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e94\u7528\u5c42<\/strong>\u805a\u7126\u8d28\u91cf\u76d1\u63a7\u3001\u6839\u56e0\u5b9a\u4f4d\u548c\u95ed\u73af\u53cd\u9988\uff0c\u5c06\u5206\u6790\u7ed3\u679c\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.2 \u5173\u952e\u878d\u5408\u6280\u672f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6570\u636e\u7ea7\u878d\u5408\u5c42\u9762\uff0c\u591a\u6e90\u6570\u636e\u878d\u5408\u8fc7\u7a0b\u4e2d\u5b58\u5728\u91cd\u8981\u4fe1\u606f\u88ab\u5ffd\u7565\u7684\u95ee\u9898\u3002\u4e3a\u6b64\uff0c\u53ef\u91c7\u7528\u81ea\u9002\u5e94\u6743\u91cd\u591a\u6e90\u6570\u636e\u878d\u5408\u65b9\u6cd5\uff0c\u6839\u636e\u5404\u6570\u636e\u6e90\u5728\u5f53\u524d\u5de5\u51b5\u4e0b\u7684\u53ef\u9760\u6027\u52a8\u6001\u8c03\u6574\u878d\u5408\u6743\u91cd\u3002\u5728\u7279\u5f81\u7ea7\u878d\u5408\u5c42\u9762\uff0c\u5f02\u6784\u6570\u636e\u5b58\u5728\u7279\u5f81\u5197\u4f59\u95ee\u9898\uff0c\u53ef\u901a\u8fc7\u6784\u5efa\u7279\u5f81\u6e90\u5224\u522b\u5668\u589e\u5f3a\u6240\u63d0\u53d6\u5f02\u6784\u7279\u5f81\u7684\u4e92\u8865\u6027\uff0c\u518d\u8fdb\u884c\u7279\u5f81\u62fc\u63a5\u4ee5\u63d0\u5347\u7279\u5f81\u8868\u8fbe\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u79cd\u4ee3\u8868\u6027\u7684\u65b9\u6848\u662f\u8d1d\u53f6\u65af\u7f6e\u4fe1\u52a0\u6743\u878d\u5408\u6a21\u5757\uff0c\u8be5\u6a21\u5757\u901a\u8fc7Monte Carlo dropout\u4f30\u8ba1\u5404\u6a21\u6001\u7684\u8ba4\u77e5\u4e0d\u786e\u5b9a\u6027\uff0c\u636e\u6b64\u8c03\u6574\u7279\u5f81\u8d21\u732e\uff0c\u4ece\u800c\u63d0\u5347\u5bf9\u4f20\u611f\u5668\u5931\u6548\u7684\u9c81\u68d2\u6027\u3002\u5728\u7535\u5b50\u5236\u9020\u9886\u57df\u7684\u5b9e\u9a8c\u4e2d\uff0c\u8be5\u65b9\u6cd5\u5728\u4f4e\u6570\u636e\u91cf\u6761\u4ef6\u4e0b\u5c06F1\u5206\u6570\u63d0\u5347\u4e867\u81f39\u4e2a\u767e\u5206\u70b9\uff0c\u5e76\u572810k\u6837\u672c\u91cf\u4e0b\u4fdd\u6301\u4e86\u8d85\u8fc799%\u7684\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u57fa\u4e8e\u878d\u5408\u6570\u636e\u7684\u5b9e\u65f6\u8d28\u91cf\u76d1\u63a7\u65b9\u6cd5<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">4.1 \u591a\u7ef4\u8d28\u91cf\u7279\u5f81\u56fe\u8c31\u6784\u5efa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u65f6\u8d28\u91cf\u76d1\u63a7\u7684\u57fa\u7840\u662f\u591a\u7ef4\u8d28\u91cf\u7279\u5f81\u56fe\u8c31\u7684\u6784\u5efa\u3002\u901a\u8fc7\u7269\u8054\u7f51\u7f51\u5173\u5b9e\u65f6\u91c7\u96c6\u4ea7\u7ebf\u8bbe\u5907\u4fe1\u53f7\uff0c\u5e76\u884c\u5904\u7406\u632f\u52a8\u9891\u7387\u3001\u6e29\u5ea6\u66f2\u7ebf\u3001\u538b\u529b\u5cf0\u503c\u7b49\u7269\u7406\u91cf\u6570\u636e\uff0c\u81ea\u52a8\u6807\u8bb0\u504f\u79bb\u57fa\u51c6\u8303\u56f4\u7684\u6ce2\u52a8\u7247\u6bb5\u3002\u7cfb\u7edf\u5185\u7f6e\u7684\u884c\u4e1a\u77e5\u8bc6\u5e93\u9884\u7f6e\u5e38\u89c1\u7f3a\u9677\u6a21\u5f0f\uff0c\u652f\u6301\u7528\u6237\u901a\u8fc7\u81ea\u5b9a\u4e49\u89c4\u5219\u5f15\u64ce\u8fdb\u884c\u7279\u5f81\u7ec4\u5408\u5224\u65ad\u3002\u5728\u6ce8\u5851\u6210\u578b\u73af\u8282\uff0c\u53ef\u5c06\u7194\u80f6\u538b\u529b\u66f2\u7ebf\u4e0e\u6a21\u5177\u95ed\u5408\u901f\u5ea6\u505a\u65f6\u5e8f\u5173\u8054\u5206\u6790\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5145\u586b\u4e0d\u8db3\u7684\u53d1\u751f\u65f6\u6bb5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.2 AI\u9a71\u52a8\u7684\u5f02\u5e38\u68c0\u6d4b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u9608\u503c\u5f0f\u9884\u8b66\u8bef\u62a5\u7387\u9ad8\u3001\u6f0f\u62a5\u591a\uff0c\u5bfc\u81f4\u201c\u72fc\u6765\u4e86\u201d\u5fc3\u6001\u3002AI\u9a71\u52a8\u7684\u5f02\u5e38\u68c0\u6d4b\u901a\u8fc7\u591a\u5f15\u64ce\u534f\u540c\u673a\u5236\u663e\u8457\u6539\u5584\u4e86\u8fd9\u4e00\u5c40\u9762\uff1a\u5b64\u7acb\u68ee\u6797\u8d1f\u8d23\u79bb\u7fa4\u70b9\u68c0\u6d4b\uff0cProphet\u5904\u7406\u65f6\u5e8f\u5206\u89e3\uff0cXGBoost\u8fdb\u884c\u5f02\u5e38\u5206\u7c7b\uff0c\u4e09\u5f15\u64ce\u6295\u7968\u751f\u62100\u81f3100\u5206\u7684\u5f02\u5e38\u8bc4\u5206\u3002\u7ed3\u5408\u5728\u7ebf\u518d\u8bad\u7ec3\u673a\u5236\uff0c\u6a21\u578b\u80fd\u591f\u968f\u8bbe\u5907\u5de5\u51b5\u53d8\u5316\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u800c\u975e\u56fa\u5b88\u9759\u6001\u9608\u503c\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-heading\">\u4e94\u3001\u6839\u56e0\u5b9a\u4f4d\uff1a\u4ece\u76f8\u5173\u6027\u5230\u56e0\u679c\u6027<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">5.1 \u4f20\u7edf\u65b9\u6cd5\u7684\u5c40\u9650<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u6839\u56e0\u5206\u6790\u65b9\u6cd5\u9762\u4e34\u4e09\u5927\u74f6\u9888\uff1a\u4e00\u662f<strong>\u6570\u636e\u5b64\u5c9b<\/strong>\uff0c\u670d\u52a1\u5668\u65e5\u5fd7\u3001\u7f51\u7edc\u6d41\u91cf\u3001\u5e94\u7528\u6027\u80fd\u6307\u6807\u5206\u6563\u5728\u4e0d\u540c\u7cfb\u7edf\uff0c\u96be\u4ee5\u5173\u8054\u5206\u6790\uff1b\u4e8c\u662f<strong>\u53ef\u6269\u5c55\u6027\u5dee<\/strong>\uff0c\u9762\u5bf9\u9ad8\u7ef4\u591a\u6e90\u590d\u6742\u6570\u636e\u65f6\uff0c\u4f9d\u8d56\u4eba\u5de5\u7b5b\u9009\u6307\u6807\u96be\u4ee5\u5728\u6210\u5343\u4e0a\u4e07\u4e2a\u6307\u6807\u4e2d\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u6e90\uff1b\u4e09\u662f<strong>\u56e0\u679c\u4e0e\u76f8\u5173\u6df7\u6dc6<\/strong>\uff0c\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u57fa\u4e8e\u76f8\u5173\u6027\u800c\u975e\u56e0\u679c\u6027\uff0c\u5f80\u5f80\u65e0\u6cd5\u533a\u5206\u771f\u6b63\u7684\u6839\u56e0\u4e0e\u75c7\u72b6\uff0c\u53ef\u80fd\u5c06\u5173\u8054\u5173\u7cfb\u8bef\u5224\u4e3a\u56e0\u679c\u5173\u7cfb\u3002<\/p>\n\n\n\n<h3 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