{"id":410,"date":"2023-05-06T02:59:50","date_gmt":"2023-05-06T02:59:50","guid":{"rendered":"http:\/\/src.cikeys.com\/2023\/?page_id=410"},"modified":"2023-05-06T03:07:17","modified_gmt":"2023-05-06T03:07:17","slug":"decision-making-with-cart","status":"publish","type":"page","link":"https:\/\/src.cikeys.com\/2023\/conference-schedule\/poster-presentations-session-1\/decision-making-with-cart\/","title":{"rendered":"Decision making with CART"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Spencer Mack, Luis Luna-Badillo, Douglas Escobar, &amp; Dr. Ivona Grzegorczyk<\/h2>\n\n\n\n<!--more-->\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h3 class=\"wp-block-heading\">Abstract<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The objective of this poster project is to explore Classification and Regression Tree models for making decisions, predictions, and classifications. We also want to learn about the main components of CART and explore their many other applications. We will also present the construction of a decision tree along. This will include both the mathematics and coding required to make one. We will also define some key elements such as Gini impurity, information gain, root nodes, decision nodes, and leaf nodes. We will look at the advantages and limitations of decision trees and how they can be used to accurately predict both continuous and categorical variables. Additionally, this research project will provide an overview of the Classification and Regression Tree methodology, focusing on its core principles, algorithms, and application in various domains. Finally, we want to present the practical applications of CART and demonstrate its versatility and effectiveness in the workforce.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h3 class=\"wp-block-heading\">Details<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Session 1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>9:30am \u2013 11:00am<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Grand Salon<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-comments\">\n\n\n\n\n\n\t<div id=\"respond\" class=\"comment-respond wp-block-post-comments-form\">\n\t\t<h3 id=\"reply-title\" class=\"comment-reply-title\">Leave a Reply <small><a rel=\"nofollow\" id=\"cancel-comment-reply-link\" href=\"\/2023\/wp-json\/wp\/v2\/pages\/410#respond\" style=\"display:none;\">Cancel reply<\/a><\/small><\/h3><form action=\"https:\/\/src.cikeys.com\/2023\/wp-comments-post.php\" method=\"post\" id=\"commentform\" class=\"comment-form\"><p class=\"comment-notes\"><span id=\"email-notes\">Your email address will not be published.<\/span> <span class=\"required-field-message\">Required fields are marked <span class=\"required\">*<\/span><\/span><\/p><p class=\"comment-form-comment\"><label for=\"comment\">Comment <span class=\"required\">*<\/span><\/label> <textarea id=\"comment\" name=\"comment\" cols=\"45\" rows=\"8\" maxlength=\"65525\" required><\/textarea><\/p><p class=\"comment-form-author\"><label for=\"author\">Name <span class=\"required\">*<\/span><\/label> <input id=\"author\" name=\"author\" type=\"text\" value=\"\" size=\"30\" maxlength=\"245\" autocomplete=\"name\" required \/><\/p>\n<p class=\"comment-form-email\"><label for=\"email\">Email <span class=\"required\">*<\/span><\/label> <input id=\"email\" name=\"email\" type=\"email\" value=\"\" size=\"30\" maxlength=\"100\" aria-describedby=\"email-notes\" autocomplete=\"email\" required \/><\/p>\n<p class=\"comment-form-url\"><label for=\"url\">Website<\/label> <input id=\"url\" name=\"url\" type=\"url\" value=\"\" size=\"30\" maxlength=\"200\" autocomplete=\"url\" \/><\/p>\n<p class=\"comment-form-cookies-consent\"><input id=\"wp-comment-cookies-consent\" name=\"wp-comment-cookies-consent\" type=\"checkbox\" value=\"yes\" \/> <label for=\"wp-comment-cookies-consent\">Save my name, email, and website in this browser for the next time I comment.<\/label><\/p>\n<p class=\"form-submit\"><input name=\"submit\" type=\"submit\" id=\"submit\" class=\"submit\" value=\"Post Comment\" \/> <input type='hidden' name='comment_post_ID' value='410' id='comment_post_ID' \/>\n<input type='hidden' name='comment_parent' id='comment_parent' value='0' \/>\n<\/p><p style=\"display: none !important;\" class=\"akismet-fields-container\" data-prefix=\"ak_\"><label>&#916;<textarea name=\"ak_hp_textarea\" cols=\"45\" rows=\"8\" maxlength=\"100\"><\/textarea><\/label><input type=\"hidden\" id=\"ak_js_1\" name=\"ak_js\" value=\"64\"\/><script>\ndocument.getElementById( \"ak_js_1\" ).setAttribute( \"value\", ( new Date() ).getTime() );\n<\/script>\n<\/p><\/form>\t<\/div><!-- #respond -->\n\t<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Spencer Mack, Luis Luna-Badillo, Douglas Escobar, &amp; Dr. Ivona Grzegorczyk<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":42,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[5,3,9],"tags":[29],"class_list":["post-410","page","type-page","status-publish","hentry","category-poster","category-presentations","category-session-1-poster","tag-mathematics"],"_links":{"self":[{"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/pages\/410","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/comments?post=410"}],"version-history":[{"count":1,"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/pages\/410\/revisions"}],"predecessor-version":[{"id":463,"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/pages\/410\/revisions\/463"}],"up":[{"embeddable":true,"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/pages\/42"}],"wp:attachment":[{"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/media?parent=410"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/categories?post=410"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/src.cikeys.com\/2023\/wp-json\/wp\/v2\/tags?post=410"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}