{"id":8,"date":"2024-05-04T07:20:36","date_gmt":"2024-05-04T11:20:36","guid":{"rendered":"https:\/\/community.mis.temple.edu\/tkhmil\/blog\/points\/decision-tree-analysis\/"},"modified":"2024-05-04T07:20:36","modified_gmt":"2024-05-04T11:20:36","slug":"decision-tree-analysis","status":"publish","type":"points","link":"https:\/\/community.mis.temple.edu\/tkhmil\/points\/decision-tree-analysis\/","title":{"rendered":"Decision Tree Analysis"},"content":{"rendered":"<p>The goal of this project was to get hands on experience with real world datasets and be able to develop predictions on the topic. In this project, I was able to analyze the decision tree and select the best minimum split to ensure the tree was not complex and all the required information was still present. The dataset I used was &#8220;Hotel Booking Cancellation&#8221; which allowed me to predict the customers that would be highly likely to cancel their booking based on the characteristics of others who have cancelled.<\/p>\n","protected":false},"author":29784,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8","points","type-points","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/community.mis.temple.edu\/tkhmil\/wp-json\/wp\/v2\/points\/8","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.mis.temple.edu\/tkhmil\/wp-json\/wp\/v2\/points"}],"about":[{"href":"https:\/\/community.mis.temple.edu\/tkhmil\/wp-json\/wp\/v2\/types\/points"}],"author":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/tkhmil\/wp-json\/wp\/v2\/users\/29784"}],"replies":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/tkhmil\/wp-json\/wp\/v2\/comments?post=8"}],"version-history":[{"count":0,"href":"https:\/\/community.mis.temple.edu\/tkhmil\/wp-json\/wp\/v2\/points\/8\/revisions"}],"wp:attachment":[{"href":"https:\/\/community.mis.temple.edu\/tkhmil\/wp-json\/wp\/v2\/media?parent=8"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}