{"id":17643,"date":"2023-02-18T22:04:56","date_gmt":"2023-02-18T14:04:56","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=17643"},"modified":"2023-02-18T22:04:57","modified_gmt":"2023-02-18T14:04:57","slug":"factorization-machine%e5%92%8clogistic-regression%e6%9c%89%e4%bb%80%e4%b9%88%e5%8c%ba%e5%88%ab","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/17643.html","title":{"rendered":"factorization machine\u548clogistic regression\u6709\u4ec0\u4e48\u533a\u522b"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote\">\n<p>factorization machine\u548clogistic regression\u7684\u533a\u522b\u662f\uff1a1\u3001\u6a21\u578b\u7ed3\u6784\u4e0d\u540c\uff1b2\u3001\u6570\u636e\u9700\u6c42\u4e0d\u540c\uff1b3\u3001\u6a21\u578b\u80fd\u529b\u4e0d\u540c\uff1b4\u3001\u8ba1\u7b97\u6548\u7387\u4e0d\u540c\u3002Logistic Regression\u662f\u7ebf\u6027\u5206\u7c7b\u5668\uff0c\u53ea\u8003\u8651\u7279\u5f81\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb\uff1b\u800cFactorization Machine\u57fa\u4e8e\u77e9\u9635\u5206\u89e3\u7684\u601d\u60f3\uff0c\u53ef\u4ee5\u5b66\u4e60\u5230\u7279\u5f81\u4e4b\u95f4\u7684\u975e\u7ebf\u6027\u5173\u7cfb\u3002<\/p>\n<\/blockquote>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"680\" height=\"421\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/02\/\u6a21\u677f2-\u526f\u672c-\u526f\u672c-\u526f\u672c-\u526f\u672c-2023-02-18T220353.304-1.jpg?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\" class=\"wp-image-17645\" srcset=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/02\/\u6a21\u677f2-\u526f\u672c-\u526f\u672c-\u526f\u672c-\u526f\u672c-2023-02-18T220353.304-1.jpg 680w, https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/02\/\u6a21\u677f2-\u526f\u672c-\u526f\u672c-\u526f\u672c-\u526f\u672c-2023-02-18T220353.304-1-300x186.jpg 300w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001factorization machine\u548clogistic regression\u7684\u533a\u522b<\/h2>\n\n\n\n<p>Factorization Machine\u548cLogistic Regression\u90fd\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u7ecf\u5178\u7b97\u6cd5\uff0c\u7528\u4e8e\u5206\u7c7b\u4efb\u52a1\u3002\u5b83\u4eec\u7684\u533a\u522b\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1\u3001\u6a21\u578b\u7ed3\u6784\u4e0d\u540c<\/h3>\n\n\n\n<p>Logistic Regression\u662f\u7ebf\u6027\u5206\u7c7b\u5668\uff0c\u53ea\u8003\u8651\u7279\u5f81\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb\uff1b\u800cFactorization Machine\u57fa\u4e8e\u77e9\u9635\u5206\u89e3\u7684\u601d\u60f3\uff0c\u53ef\u4ee5\u5b66\u4e60\u5230\u7279\u5f81\u4e4b\u95f4\u7684\u975e\u7ebf\u6027\u5173\u7cfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2\u3001\u6570\u636e\u9700\u6c42\u4e0d\u540c<\/h3>\n\n\n\n<p>Logistic Regression\u9700\u8981\u5728\u6570\u636e\u4e2d\u663e\u5f0f\u5730\u8868\u8fbe\u51fa\u5404\u7279\u5f81\u4e4b\u95f4\u7684\u4ea4\u4e92\u4f5c\u7528\uff0c\u8fd9\u79cd\u6570\u636e\u5728\u5b9e\u9645\u4e2d\u5f88\u96be\u83b7\u5f97\uff1b\u800cFactorization Machine\u5219\u4e0d\u9700\u8981\u663e\u5f0f\u5730\u8868\u8fbe\u7279\u5f81\u4ea4\u4e92\uff0c\u53ea\u9700\u8981\u8f93\u5165\u7279\u5f81\u5411\u91cf\u5373\u53ef\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3\u3001\u6a21\u578b\u80fd\u529b\u4e0d\u540c<\/h3>\n\n\n\n<p>Factorization Machine\u6bd4Logistic Regression\u7684\u8868\u8fbe\u80fd\u529b\u66f4\u5f3a\uff0c\u53ef\u4ee5\u6355\u6349\u5230\u66f4\u590d\u6742\u7684\u7279\u5f81\u5173\u7cfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4\u3001\u8ba1\u7b97\u6548\u7387\u4e0d\u540c<\/h3>\n\n\n\n<p>Logistic Regression\u7684\u8ba1\u7b97\u901f\u5ea6\u8f83\u5feb\uff0c\u56e0\u4e3a\u5b83\u53ea\u9700\u8981\u8ba1\u7b97\u7279\u5f81\u4e4b\u95f4\u7684\u7ebf\u6027\u7ec4\u5408\uff1b\u800cFactorization Machine\u5728\u8ba1\u7b97\u7279\u5f81\u4e4b\u95f4\u7684\u4e8c\u9636\u4ea4\u4e92\u65f6\u9700\u8981\u8fdb\u884c\u77e9\u9635\u5206\u89e3\uff0c\u8ba1\u7b97\u590d\u6742\u5ea6\u8f83\u9ad8\uff0c\u56e0\u6b64\u901f\u5ea6\u8f83\u6162\u3002<\/p>\n\n\n\n<p>\u603b\u4e4b\uff0cFactorization Machine\u901a\u8fc7\u5f15\u5165\u77e9\u9635\u5206\u89e3\u7684\u601d\u60f3\uff0c\u80fd\u591f\u66f4\u597d\u5730\u5b66\u4e60\u5230\u7279\u5f81\u4e4b\u95f4\u7684\u975e\u7ebf\u6027\u5173\u7cfb\uff0c\u4f46\u662f\u8ba1\u7b97\u590d\u6742\u5ea6\u8f83\u9ad8\uff1b\u800cLogistic Regression\u5219\u53ea\u8003\u8651\u7279\u5f81\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb\uff0c\u8ba1\u7b97\u901f\u5ea6\u5feb\uff0c\u4f46\u662f\u6a21\u578b\u8868\u8fbe\u80fd\u529b\u6709\u9650\u3002<\/p>\n\n\n\n<p><strong>\u5ef6\u4f38\u9605\u8bfb\uff1a<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u4ec0\u4e48\u662f\u673a\u5668\u5b66\u4e60<\/h2>\n\n\n\n<p>\u673a\u5668\u5b66\u4e60\u662f\u6307\u673a\u5668\u901a\u8fc7\u7edf\u8ba1\u5b66\u7b97\u6cd5\uff0c\u5bf9\u5927\u91cf\u5386\u53f2\u6570\u636e\u8fdb\u884c\u5b66\u4e60\uff0c\u8fdb\u800c\u5229\u7528\u751f\u6210\u7684\u7ecf\u9a8c\u6a21\u578b\u6307\u5bfc\u4e1a\u52a1\u3002\u5b83\u662f\u4e00\u95e8\u591a\u9886\u57df\u4ea4\u53c9\u5b66\u79d1\uff0c\u4e13\u95e8\u7814\u7a76\u8ba1\u7b97\u673a\u600e\u6837\u6a21\u62df\u6216\u5b9e\u73b0\u4eba\u7c7b\u7684\u5b66\u4e60\u884c\u4e3a\uff0c\u4ee5\u83b7\u53d6\u65b0\u7684\u77e5\u8bc6\u6216\u6280\u80fd\uff0c\u91cd\u65b0\u7ec4\u7ec7\u5df2\u6709\u7684\u77e5\u8bc6\u7ed3\u6784\u4f7f\u4e4b\u4e0d\u65ad\u6539\u5584\u81ea\u8eab\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<p>\u673a\u5668\u5b66\u4e60\u7684\u6838\u5fc3\u662f\u201c\u4f7f\u7528\u7b97\u6cd5\u89e3\u6790\u6570\u636e\uff0c\u4ece\u4e2d\u5b66\u4e60\uff0c\u7136\u540e\u5bf9\u65b0\u6570\u636e\u505a\u51fa\u51b3\u5b9a\u6216\u9884\u6d4b\u201d\u3002\u4e5f\u5c31\u662f\u8bf4\u8ba1\u7b97\u673a\u5229\u7528\u4ee5\u83b7\u53d6\u7684\u6570\u636e\u5f97\u51fa\u67d0\u4e00\u6a21\u578b\uff0c\u7136\u540e\u5229\u7528\u6b64\u6a21\u578b\u8fdb\u884c\u9884\u6d4b\u7684\u4e00\u79cd\u65b9\u6cd5\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u8ddf\u4eba\u7684\u5b66\u4e60\u8fc7\u7a0b\u6709\u4e9b\u7c7b\u4f3c\uff0c\u6bd4\u5982\u4eba\u83b7\u53d6\u4e00\u5b9a\u7684\u7ecf\u9a8c\uff0c\u53ef\u4ee5\u5bf9\u65b0\u95ee\u9898\u8fdb\u884c\u9884\u6d4b\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4ee5\u4e0a\u5c31\u662f\u5173\u4e8efactorization machine\u548clogistic regression\u7684\u533a\u522b\u7684\u5185\u5bb9\u4e86\uff0c\u5e0c\u671b\u5bf9\u5927\u5bb6\u6709\u5e2e\u52a9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"factorization machine\u548clogistic regression\u7684\u533a\u522b\u662f\uff1a1\u3001\u6a21\u578b\u7ed3\u6784\u4e0d\u540c\uff1b 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