{"id":3114,"date":"2023-07-03T16:28:15","date_gmt":"2023-07-03T16:28:15","guid":{"rendered":"http:\/\/optimumsportsperformance.com\/blog\/?p=3114"},"modified":"2023-07-03T16:28:15","modified_gmt":"2023-07-03T16:28:15","slug":"tidyx-episode-151-shiny-model-building-multiple-model-options","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/tidyx-episode-151-shiny-model-building-multiple-model-options\/","title":{"rendered":"TidyX Episode 151: Shiny Model Building &#8211; Multiple Model Options"},"content":{"rendered":"<p><span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/twitter.com\/ellis_hughes\">Ellis Hughes<\/a><\/strong><\/span> and I have\u00a0 been building up an interface for the user to input a data set and then run a regression model and get out of sample predictions. This week, add more to our {<strong>shiny<\/strong>} model user interface and allow the user to specify the type of model they want to run. Instead of just allowing a linear regression model the user can now choose to either run a random forest or a decision tree.<\/p>\n<p>To watch our screen cast, <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=zfuWN1YWMto\">CLICK HERE<\/a><\/strong><\/span>.<\/p>\n<p>To access our code, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/thebioengineer\/TidyX\/tree\/master\/TidyTuesday_Explained\/151-Shiny_Model_Tree_Models\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ellis Hughes and I have\u00a0 been building up an interface for the user to input a data set and then run a regression model and get out of sample predictions. This week, add more to our {shiny} model user interface and allow the user to specify the type of model they want to run. Instead [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[],"class_list":["post-3114","post","type-post","status-publish","format-standard","hentry","category-tidyx-screen-cast"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3114","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/comments?post=3114"}],"version-history":[{"count":1,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3114\/revisions"}],"predecessor-version":[{"id":3115,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3114\/revisions\/3115"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=3114"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=3114"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=3114"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}