{"id":175,"date":"2023-04-12T13:00:18","date_gmt":"2023-04-12T13:00:18","guid":{"rendered":"https:\/\/edu.2aegh.org\/?p=175"},"modified":"2023-04-12T14:48:22","modified_gmt":"2023-04-12T14:48:22","slug":"stepwise-regression","status":"publish","type":"post","link":"https:\/\/www.2aegh.ir\/?p=175","title":{"rendered":"Stepwise Regression"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In this Persian tutorial, we work on the prostate cancer dataset and run a stepwise regression model in Python on it. Also, in this video, we examine the concept of cross-validation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This video has been uploaded to both YouTube and Aparat.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Download Dataset:<\/h2>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-72ae7511-0e7d-4bdd-afe1-7cdc9d701091\" href=\"https:\/\/2aegh.ir\/wordpress2\/wp-content\/uploads\/2023\/04\/Prostate.xlsx\"><strong>Data set : Prostate canser<\/strong><gwmw style=\"display:none;\"><\/gwmw><gwmw style=\"display:none;\"><\/gwmw><gwmw style=\"display:none;\"><\/gwmw><\/a><a href=\"https:\/\/2aegh.ir\/wordpress2\/wp-content\/uploads\/2023\/04\/Prostate.xlsx\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-72ae7511-0e7d-4bdd-afe1-7cdc9d701091\">Download<\/a><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Stepwise Regression (Persian tutorial)\" width=\"500\" height=\"375\" src=\"https:\/\/www.youtube.com\/embed\/tQkIGSDAn-4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<iframe id=\"wp-aparat-block-1681310901919\" class=\"wp-block-wp-aparat-aparat-block undefined aparat-frame aparat-full-frame\" src=\"https:\/\/www.aparat.com\/video\/video\/embed\/videohash\/GyglK\/vt\/frame\" width=\"100%\" allowfullscreen><\/iframe>\n","protected":false},"excerpt":{"rendered":"<p>In this Persian tutorial, we work on the prostate cancer dataset and run a stepwise regression model in Python on it. Also, in this video, we examine the concept of cross-validation. This video has been uploaded to both YouTube and Aparat. Download Dataset:<\/p>\n","protected":false},"author":1,"featured_media":179,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","footnotes":""},"categories":[7],"tags":[],"class_list":["post-175","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-persian-tutorial"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/175","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=175"}],"version-history":[{"count":2,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/175\/revisions"}],"predecessor-version":[{"id":204,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/175\/revisions\/204"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/media\/179"}],"wp:attachment":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=175"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=175"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=175"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}