{"id":481,"date":"2023-06-12T14:01:44","date_gmt":"2023-06-12T14:01:44","guid":{"rendered":"https:\/\/webresources-uat.com\/acrp0361\/?post_type=glossary&p=481"},"modified":"2023-06-12T14:01:44","modified_gmt":"2023-06-12T14:01:44","slug":"machine-learning-ml","status":"publish","type":"glossary","link":"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/machine-learning-ml\/","title":{"rendered":"Machine Learning (ML)"},"content":{"rendered":"

Advanced computational algorithms based on mathematical or statistical models, used for both supervised learning<\/a> tasks (e.g., classification, regression) and unsupervised learning<\/a> tasks (e.g., clustering, dimension reduction). ML models are trained on a subset of data (training set) and then model performance is tested on previously unseen data (test set). <\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Advanced computational algorithms based on mathematical or statistical models, used for both supervised learning<\/a> tasks (e.g., classification, regression) and unsupervised learning<\/a> tasks (e.g., clustering, dimension reduction). ML models are trained on a subset of data (training set) and then model performance is tested on previously unseen data (test set). <\/p>\n","protected":false},"author":111,"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"glossary-categories":[],"glossary-tags":[],"class_list":["post-481","glossary","type-glossary","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary\/481","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/users\/111"}],"version-history":[{"count":0,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary\/481\/revisions"}],"wp:attachment":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/media?parent=481"}],"wp:term":[{"taxonomy":"glossary-categories","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-categories?post=481"},{"taxonomy":"glossary-tags","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-tags?post=481"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}