<\/strong>\u65b0\u7684\u7edf\u8ba1\u7a0b\u5e8f\u548c\u7b97\u6cd5\u589e\u5f3a <\/strong><\/p>\n\n\n\n
Kernel Ridge<\/strong>\u00a0<\/strong>\u56de\u5f52<\/strong><\/p>\n\n\n\n \u4f5c\u4e3a 28.0.1 \u7248\u672c\u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u5f88\u9ad8\u5174\u63a8\u51fa Kernel Ridge Regression\uff0c\u8fd9\u662f\u4e00\u79cd\u7528\u4e8e\u63cf\u8ff0\u975e\u5e38\u590d\u6742\u7684\u6570\u636e\u8d8b\u52bf\u7684\u7075\u6d3b\u6269\u5c55\u7a0b\u5e8f\u3002\u8fd9\u4e2a\u57fa\u4e8e Python \u7684\u8fc7\u7a0b\u4f7f\u7528\u6307\u5b9a\u7684\u6a21\u578b\u8d85\u53c2\u6570\u62df\u5408\u6838\u5cad\u56de\u5f52\u6a21\u578b\uff0c\u6216\u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u5728\u6307\u5b9a\u7684\u503c\u7f51\u683c\u4e0a\u9009\u62e9\u8d85\u53c2\u6570\u503c\u3002KRR \u662f\u8be5\u4ea7\u54c1\u7684\u5f00\u6e90\u6269\u5c55\u3002\u00a0<\/p>\n\n\n\n \u529f\u6548<\/strong>\u5206\u6790<\/strong><\/p>\n\n\n\n \u529f\u7387\u5206\u6790\u8fc7\u7a0b\u901a\u8fc7\u5f15\u5165\u4e24\u4e2a\u5173\u952e\u7279\u6027\u5f97\u5230\u4e86\u589e\u5f3a\uff1a\u00a0<\/p>\n\n\n\n \u529f\u6548\u5206\u6790\u5728\u5b66\u4e60\u8ba1\u5212\u3001\u8bbe\u8ba1\u548c\u5b9e\u65bd\u4e2d\u8d77\u7740\u5173\u952e\u4f5c\u7528\u3002\u529f\u6548\u7684\u8ba1\u7b97\u901a\u5e38\u5728\u6536\u96c6\u4efb\u4f55\u6837\u672c\u6570\u636e\u4e4b\u524d\u8fdb\u884c\uff0c\u53ef\u80fd\u6765\u81ea\u5c0f\u578b\u8bd5\u70b9\u7814\u7a76\u9664\u5916\u3002\u529f\u6548\u7684\u7cbe\u786e\u4f30\u8ba1\u53ef\u4ee5\u544a\u8bc9\u8c03\u67e5\u4eba\u5458\u5728\u771f\u5b9e\u66ff\u4ee3\u5047\u8bbe\u4e0b\u57fa\u4e8e\u6709\u9650\u6837\u672c\u91cf\u68c0\u6d4b\u5230\u7edf\u8ba1\u663e\u8457\u5dee\u5f02\u7684\u53ef\u80fd\u6027\u6709\u591a\u5927\u3002 <\/p>\n\n\n\n \u7ebf\u6027\u6df7\u5408\u6a21\u578b\u7684 MIXED \u8fc7\u7a0b\u73b0\u5728\u4e3a\u9002\u5f53\u7684\u6a21\u578b\u751f\u6210 Nakagawa \u7684\u8fb9\u9645\u548c\u6761\u4ef6\u4f2a R \u5e73\u65b9\u786e\u5b9a\u7cfb\u6570\u3002\u8be5\u8fc7\u7a0b\u7684\u65b0\u8f93\u51fa\u8868\u63d0\u4f9b\u4e86\u8fb9\u9645\u548c\u6761\u4ef6\u4f2a R ^2\u5ea6\u91cf\u3002\u8be5\u8868\u4ec5\u5728\u9002\u5f53\u7684\u60c5\u51b5\u4e0b\u663e\u793a\u3002<\/p>\n\n\n\n SPSS Statistics\u6700\u5e7f\u6cdb\u5229\u7528\u7684\u529f\u80fd\u4e4b\u4e00\u662f\u6211\u4eec\u7684\u6570\u636e\u900f\u89c6\u8868\u4f53\u9a8c\uff0c\u5b83\u5c06\u7ed3\u679c\u5448\u73b0\u5728\u53ef\u4ee5\u4ea4\u4e92\u5f0f\u900f\u89c6\u7684\u8868\u4e2d\u3002\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5730\u91cd\u65b0\u6392\u5217\u884c\u3001\u5217\u548c\u5c42\u3002\u5927\u591a\u6570\u8868\u683c\u5305\u542b\u6df7\u5408\u503c\uff0c\u5e76\u4e14\u5c06\u70ed\u56fe\u5e94\u7528\u4e8e\u6574\u4e2a\u8868\u683c\u901a\u5e38\u4f1a\u751f\u6210\u8303\u56f4\u53d8\u5316\u5f88\u5927\u7684\u8868\u683c\u3002\u6570\u636e\u900f\u89c6\u8868\u7f16\u8f91\u5668\u5df2\u901a\u8fc7\u5305\u542b\u83dc\u5355\u9009\u9879Color Scales\u5f97\u5230\u589e\u5f3a\uff0c\u5b83\u63d0\u4f9b\u4e86\u70ed\u56fe\u6837\u5f0f\u8bbe\u7f6e\uff0c\u53ef\u6839\u636e\u5355\u5143\u683c\u503c\u4ee5\u4e0d\u540c\u7684\u989c\u8272\u663e\u793a\u9009\u5b9a\u7684\u8868\u683c\u5355\u5143\u683c\u3002<\/p>\n\n\n\n \u5f00\u6e90\u96c6\u6210\u589e\u5f3a\u529f\u80fd<\/strong><\/p>\n\n\n\n \u5de5\u4f5c\u7c3f\u6a21\u5f0f\u5c06SPSS Statistics\u8bed\u6cd5\u7f16\u8f91\u80fd\u529b\u4e0e\u5f00\u6e90\u7684\u7b14\u8bb0\u672c\u65b9\u6cd5\u8054\u7cfb\u8d77\u6765\uff0c\u8be5\u65b9\u6cd5\u63d0\u4f9b\u4e86\u4e00\u79cd\u4ea4\u4e92\u5f0f\u65b9\u6cd5\u6765\u8fd0\u884c\u8bed\u6cd5\u548c\u67e5\u770b\u76f8\u5e94\u7684\u8f93\u51fa\u3002\u4f5c\u4e3a\u6b64\u7248\u672c\u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u901a\u8fc7\u56f4\u7ed5\u4e0a\u4e0b\u6587\u83dc\u5355\u548c\u8bed\u6cd5\u6bb5\u843d\u7684\u4e00\u7cfb\u5217\u589e\u5f3a\u6765\u6539\u8fdb\u5de5\u4f5c\u7c3f\u5f00\u6e90\u4f53\u9a8c\u3002\u53f3\u952e\u5355\u51fb\u4e0a\u4e0b\u6587\u83dc\u5355\u73b0\u5728\u63d0\u4f9b\u7528\u4e8e\u526a\u5207\u3001\u590d\u5236\u548c\u7c98\u8d34\u5185\u5bb9\u4ee5\u53ca\u663e\u793a\u6837\u5f0f\u8f93\u51fa\u5bf9\u8bdd\u6846\u7684\u9009\u9879\uff0c\u8be5\u5bf9\u8bdd\u6846\u6307\u5b9a\u5bf9\u5de5\u4f5c\u7c3f\u4e2d\u9009\u5b9a\u7684\u8f93\u51fa\u5bf9\u8c61\u8fdb\u884c\u7684\u66f4\u6539\u3002\u4e3a\u4e86\u54cd\u5e94\u6211\u4eec\u5f00\u6e90\u7528\u6237\u7684\u9700\u6c42\uff0c\u8bed\u6cd5\u76f8\u5173\u7684\u9519\u8bef\u4fe1\u606f\u73b0\u5728\u663e\u793a\u5728\u8bed\u6cd5\u6bb5\u843d\u4e0b\u3002<\/p>\n\n\n\n \u6211\u4eec\u5f88\u81ea\u8c6a\u5730\u5ba3\u5e03 IBM SPS...<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-404","post","type-post","status-publish","format-standard","hentry","category-spss"],"_links":{"self":[{"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts\/404","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=404"}],"version-history":[{"count":1,"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts\/404\/revisions"}],"predecessor-version":[{"id":407,"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts\/404\/revisions\/407"}],"wp:attachment":[{"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=404"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=404"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=404"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"](\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/02\/spss2801new01.png\")
<\/figure>\n\n\n\n
\u65b0\u7684\u7cbe\u5ea6\u529f\u6548\u80fd\u8ba1\u7b97\u4f30\u8ba1\u603b\u4f53\u53c2\u6570\u6240\u9700\u7684\u6837\u672c\u91cf\uff0c\u7cbe\u5ea6\u7531\u7528\u6237\u6307\u5b9a\u7684\u7f6e\u4fe1\u533a\u95f4\u534a\u5bbd\u5ea6\u786e\u5b9a\u3002\u9884\u671f\u7ed3\u679c\u4f1a\u4ea7\u751f\u6700\u5c0f\u6837\u672c\u91cf\uff0c\u4ee5\u786e\u4fdd\u5b9e\u9645\u7f6e\u4fe1\u533a\u95f4\u534a\u5bbd\u5ea6\u4e0d\u8d85\u8fc7\u6240\u9700\u503c\u3002 <\/p>\n\n\n\n
\u73b0\u5728\u652f\u6301\u5c06\u6548\u5e94\u91cf\u4f5c\u4e3a\u529f\u6548\u6216\u6837\u672c\u91cf\u4f30\u8ba1\u7684\u8f93\u5165\u3002\u5b9a\u4e49\u7684\u6548\u5e94\u91cf\u503c\u88ab\u4f20\u9012\u5230\u8fc7\u7a0b\u7684\u4e2d\u95f4\u6b65\u9aa4\uff0c\u5e76\u8ba1\u7b97\u6240\u9700\u7684\u529f\u6548\u6216\u6837\u672c\u91cf\u3002\u4ee5\u4e0b\u529f\u6548\u5206\u6790\u7a0b\u5e8f\u652f\u6301\u5c06\u6548\u5e94\u5927\u5c0f\u4f5c\u4e3a\u529f\u6548\u6216\u6837\u672c\u4f30\u8ba1\u7684\u8f93\u5165\uff1a<\/p>\n\n\n\n
<\/strong>\u6df7\u5408\u7a0b\u5e8f<\/strong><\/p>\n\n\n\n
MIXED\u8fc7\u7a0b\u9002\u5408\u5404\u79cd\u6df7\u5408\u7ebf\u6027\u6a21\u578b\u3002\u6df7\u5408\u7ebf\u6027\u6a21\u578b\u6269\u5c55\u4e86GLM\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u7684\u4e00\u822c\u7ebf\u6027\u6a21\u578b\uff0c\u56e0\u4e3a\u5141\u8bb8\u6570\u636e\u8868\u73b0\u51fa\u76f8\u5173\u6027\u548c\u975e\u6052\u5b9a\u53ef\u53d8\u6027\u3002\u56e0\u6b64\uff0c\u6df7\u5408\u7ebf\u6027\u6a21\u578b\u4e0d\u4ec5\u53ef\u4ee5\u7075\u6d3b\u5730\u5efa\u6a21\u6570\u636e\u7684\u5e73\u5747\u503c\uff0c\u8fd8\u53ef\u4ee5\u5efa\u6a21\u5b83\u4eec\u7684\u65b9\u5dee\u548c\u534f\u65b9\u5dee\u3002<\/p>\n\n\n\n
<\/strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong><\/p>\n\n\n\n
<\/strong>\u6570\u636e\u900f\u89c6\u8868<\/strong><\/p>\n\n\n\n![\"\"](\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/02\/spss2801new02.png\")
<\/figure>\n\n\n\n
<\/strong>\u53ef\u7528\u6027\u589e\u5f3a<\/strong><\/p>\n\n\n\n
<\/strong>\u7ba1\u7406\u8bb8\u53ef\u8bc1\u589e\u5f3a<\/strong><\/p>\n\n\n\n
\u201c\u7ba1\u7406\u8bb8\u53ef\u8bc1\u201d\u83dc\u5355\u9009\u9879\u73b0\u5728\u663e\u793a\u8bb8\u53ef\u8bc1\u5230\u671f\u6216\u8ba2\u9605\u7eed\u8ba2\u65e5\u671f\uff0c\u5e76\u5e26\u6709\u5728\u8f93\u51fa\u67e5\u770b\u5668\u4e0a\u663e\u793a\u8be6\u7ec6\u8bb8\u53ef\u8bc1\u4fe1\u606f\u7684\u9009\u9879\u3002 <\/p>\n\n\n\n
\u8f93\u51fa\u589e\u5f3a\uff1aOUTPUT CREATE \u547d\u4ee4\u63d0\u4f9b\u4e86\u4f7f\u7528\u5305\u542b\u5728\u8bed\u6cd5\u4e2d\u7684\u6570\u636e\u6765\u521b\u5efa\u81ea\u5b9a\u4e49\u8868\u3001\u56fe\u8868\u548c\u5176\u4ed6\u8f93\u51fa\u9879\u7684\u9009\u9879\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"