{"id":246,"date":"2023-05-21T22:44:40","date_gmt":"2023-05-21T22:44:40","guid":{"rendered":"https:\/\/edu.2aegh.org\/?p=246"},"modified":"2023-05-21T22:44:42","modified_gmt":"2023-05-21T22:44:42","slug":"decision-tree-and-random-forest-classification","status":"publish","type":"post","link":"https:\/\/www.2aegh.ir\/?p=246","title":{"rendered":"Decision tree and Random forest &#8211; Classification"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><gwmw style=\"display:none;\"><\/gwmw><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this Persian tutorial, we use Random forest and decision tree on the Iris dataset.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This video has been uploaded both on YouTube and Aparat.<gwmw style=\"display:none;\"><\/gwmw><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Dataset:<gwmw style=\"display:none;\"><\/gwmw><\/h2>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-1a07204a-dcde-4baa-ba04-8cb1a62a7ef7\" href=\"https:\/\/2aegh.ir\/wordpress2\/wp-content\/uploads\/2023\/05\/Iris.csv\"><strong>Iris<\/strong><gwmw style=\"display:none;\"><\/gwmw><\/a><a href=\"https:\/\/2aegh.ir\/wordpress2\/wp-content\/uploads\/2023\/05\/Iris.csv\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-1a07204a-dcde-4baa-ba04-8cb1a62a7ef7\">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=\"Decision tree and Random forest - Classification (Persian tutorial)\" width=\"500\" height=\"375\" src=\"https:\/\/www.youtube.com\/embed\/W1uae4KuyNI?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-1684708974342\" class=\"wp-block-wp-aparat-aparat-block undefined aparat-frame aparat-full-frame\" src=\"https:\/\/www.aparat.com\/video\/video\/embed\/videohash\/Kx6ZC\/vt\/frame\" width=\"100%\" allowfullscreen><\/iframe>\n","protected":false},"excerpt":{"rendered":"<p>In this Persian tutorial, we use Random forest and decision tree on the Iris dataset. This video has been uploaded both on YouTube and Aparat. Dataset:<\/p>\n","protected":false},"author":1,"featured_media":248,"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-246","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\/246","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=246"}],"version-history":[{"count":1,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/246\/revisions"}],"predecessor-version":[{"id":249,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/246\/revisions\/249"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/media\/248"}],"wp:attachment":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}