{"id":2837,"date":"2021-05-13T19:46:43","date_gmt":"2021-05-13T11:46:43","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=2837"},"modified":"2021-05-18T15:34:08","modified_gmt":"2021-05-18T07:34:08","slug":"supervised-learning","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=2837&lang=en","title":{"rendered":"Supervised Learning"},"content":{"rendered":"<h2 style=\"text-align: left;\"><span style=\"color: #008000;\">\u76e3\u7763\u5f0f\u5b78\u7fd2\u65b9\u6cd5\u6bd4\u8f03<\/span><\/h2>\n<h3><span style=\"color: #008000;\">Summary of Popular Methods<\/span><\/h3>\n<p>Ref: Max Kuhn \u2022 Kjell Johnson (2013) Applied Predictive Modeling<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/msrc.cm.nsysu.edu.tw\/ezfiles\/135\/1135\/img\/2958\/Supervised.png\" alt=\"\" width=\"656\" height=\"388\" \/><\/p>\n<p>\u00a0<\/p>\n<hr \/>\n<h3><span style=\"color: #008000;\">Three Types of of Methods<\/span><\/h3>\n<p>click the picture below for interactive display &#8230;<\/p>\n<p><a href=\"http:\/\/bap2.cm.nsysu.edu.tw\/bap2\/rmarkdown\/zoo.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"http:\/\/msrc.cm.nsysu.edu.tw\/ezfiles\/135\/1135\/img\/2958\/zooofmethods.png\" alt=\"\" width=\"646\" height=\"470\" \/><\/a><\/p>\n<div>\n<hr \/>\n<\/div>\n<div>\n<h3><span style=\"color: #008000;\">Comparison of Classifiers<\/span><\/h3>\n<p><a href=\"http:\/\/scikit-learn.org\/stable\/auto_examples\/classification\/plot_classifier_comparison.html\"><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/scikit-learn.org\/stable\/_images\/sphx_glr_plot_classifier_comparison_001.png\" alt=\"\" width=\"651\" height=\"217\" \/><\/a><\/p>\n<p>\u00a0<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u76e3\u7763\u5f0f\u5b78\u7fd2\u65b9\u6cd5\u6bd4\u8f03 Summary of Popular Methods Ref: Max Kuhn \u2022 Kjell Johnson (2013) Applied Predictive Modeling \u00a0 Three Types of of Methods click the picture below for interactive display &#8230; Comparison of Classifiers \u00a0<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-2837","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/2837","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2837"}],"version-history":[{"count":3,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/2837\/revisions"}],"predecessor-version":[{"id":3000,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/2837\/revisions\/3000"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2837"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}