{"id":524,"date":"2023-06-12T14:06:19","date_gmt":"2023-06-12T14:06:19","guid":{"rendered":"https:\/\/webresources-uat.com\/acrp0361\/?post_type=glossary&p=524"},"modified":"2023-06-12T14:06:19","modified_gmt":"2023-06-12T14:06:19","slug":"statistical-learning","status":"publish","type":"glossary","link":"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/statistical-learning\/","title":{"rendered":"Statistical Learning"},"content":{"rendered":"

A framework for <\/span>ML<\/span> drawing from statistics and functional analysis which includes methods of statistical inference for finding a predictive function based on data. Includes procedures and techniques for supervised learning<\/a> tasks (<\/span>e.g<\/span>.<\/span>, <\/span>classification, regression) and unsupervised learning<\/a> tasks (<\/span>e.g., <\/span>clustering, principal components analysis)<\/span>.<\/span> <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

A framework for ML drawing from statistics and functional analysis which includes methods of statistical inference for finding a predictive function based on data. Includes procedures and techniques for supervised learning<\/a> tasks (e.g., classification, regression) and unsupervised learning<\/a> tasks (e.g., clustering, principal components analysis). <\/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-524","glossary","type-glossary","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary\/524","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\/524\/revisions"}],"wp:attachment":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/media?parent=524"}],"wp:term":[{"taxonomy":"glossary-categories","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-categories?post=524"},{"taxonomy":"glossary-tags","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-tags?post=524"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}