{"id":1052,"date":"2019-11-28T19:25:23","date_gmt":"2019-11-28T11:25:23","guid":{"rendered":"http:\/\/149.129.74.185\/?p=1052"},"modified":"2019-11-28T19:25:23","modified_gmt":"2019-11-28T11:25:23","slug":"%e4%bf%a1%e6%81%af%e5%8f%af%e8%a7%86%e5%8c%96-week-11-note-2","status":"publish","type":"post","link":"http:\/\/www.magicmipamipa.com\/?p=1052","title":{"rendered":"[\u4fe1\u606f\u53ef\u89c6\u5316] Week 11 Note 2"},"content":{"rendered":"<p>Normalization \u5c06\u6570\u503c\u8303\u56f4\u786e\u5b9a\u4e3a[0,1]\u6216[-1,1]<\/p>\n<p>Smoothness \u66f4\u597d\u7684\u5448\u73b0\u8d8b\u52bf<\/p>\n<p>Sampling \u79bb\u6563\u91c7\u6837\uff0c\u8fde\u7eed\u4fe1\u53f7\u6570\u636e\u8fc7\u591a\u96be\u4ee5\u5206\u6790<\/p>\n<p>Binning \u6570\u636e\u5206\u533a<\/p>\n<p>Dimemsionality Reduction \u964d\u7eac\u6295\u5f71<\/p>\n<p>Clustering \u805a\u7c7b<\/p>\n<p>K-means Clustering<\/p>\n<p>\u5bf9\u4e2d\u5fc3\u70b9\u8ba1\u7b97\u8ddd\u79bb\u3001\u8fed\u4ee3<\/p>\n<p>\u6570\u636e\u5904\u7406net\uff1a Google Refine<\/p>\n<p>Aspect Ratio<\/p>\n<p>\u4e0d\u540c\u7684\u5bbd\u9ad8\u6bd4\u7684\u89c6\u611f\u662f\u4e0d\u4e00\u6837\u7684<\/p>\n<p>\u6700\u597d\u6bd4\u4f8b\uff1aBanking to 45\u00b0<\/p>\n<p>\u6298\u7ebf\u7684\u89d2\u5ea6\u5747\u503c\u4e3a45\u5ea6<\/p>\n<p>Median-Absolute-Slopes Banking<\/p>\n<p>Average-Absolute-Slopes Banking<\/p>\n<p>Multi-Scale Banking to 45\u00b0 \u5229\u7528\u5085\u7acb\u53f6\u53d8\u6362<\/p>\n<p>Sparklines<\/p>\n<p>Bar Chart<\/p>\n<p>Scatter Plot<\/p>\n<p>Box Plot \u4e2d\u503c Median<\/p>\n<p>+ Upper Quartile<\/p>\n<p>&#8211; Lower Quartile<\/p>\n<p>\u53ea\u4e3b\u610f\u76d2\u56fe\u5185\u7684\u6570\u636e<\/p>\n<p>Scale Break and Log Scale \u5e94\u5bf9\u6570\u503c\u5206\u5e03\u7279\u522b\u4e0d\u5747\u5300\u7684\u60c5\u51b5 \u4fdd\u8bc1\u6570\u636e\u5728\u540c\u4e00\u56fe\u4e2d\u5185\u663e\u793a<\/p>\n<p>Tools<\/p>\n<p>D3js<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Normalization \u5c06\u6570\u503c\u8303\u56f4\u786e\u5b9a\u4e3a[0,1]\u6216[-1,1] Smoothness \u66f4\u597d\u7684\u5448 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[26,16],"tags":[],"_links":{"self":[{"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=\/wp\/v2\/posts\/1052"}],"collection":[{"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1052"}],"version-history":[{"count":1,"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=\/wp\/v2\/posts\/1052\/revisions"}],"predecessor-version":[{"id":1054,"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=\/wp\/v2\/posts\/1052\/revisions\/1054"}],"wp:attachment":[{"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1052"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1052"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.magicmipamipa.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1052"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}