{"id":6,"date":"2024-05-04T07:19:30","date_gmt":"2024-05-04T11:19:30","guid":{"rendered":"https:\/\/community.mis.temple.edu\/zxie\/blog\/points\/data-and-analytics-extra-point-assignment\/"},"modified":"2024-05-04T07:19:30","modified_gmt":"2024-05-04T11:19:30","slug":"data-and-analytics-extra-point-assignment","status":"publish","type":"points","link":"https:\/\/community.mis.temple.edu\/zxie\/points\/data-and-analytics-extra-point-assignment\/","title":{"rendered":"Data and Analytics Extra point assignment"},"content":{"rendered":"<p>The goal of this project is to provide students with additional hands-on experience in data analysis and reinforce the concepts and methods covered in class. For this project, I find a dataset from the kaggle about the heart failure and apply Decision Tree analysis to build the prediction that whether a person will die in the follow-up period. From this project I find that a patient has ejection fraction of more than 32%, and serum creatinine of less than 1.9 mg\/dL, whose age is less than 80, and has creatinine phosphokinase of less than 5328 mcg\/L have 92.2% chance to survive after a heart failure. I learned that Decision Tree analysis is a good tool to find the key features when use it to make a prediction model.<\/p>\n","protected":false},"author":19862,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6","points","type-points","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/community.mis.temple.edu\/zxie\/wp-json\/wp\/v2\/points\/6","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.mis.temple.edu\/zxie\/wp-json\/wp\/v2\/points"}],"about":[{"href":"https:\/\/community.mis.temple.edu\/zxie\/wp-json\/wp\/v2\/types\/points"}],"author":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/zxie\/wp-json\/wp\/v2\/users\/19862"}],"replies":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/zxie\/wp-json\/wp\/v2\/comments?post=6"}],"version-history":[{"count":0,"href":"https:\/\/community.mis.temple.edu\/zxie\/wp-json\/wp\/v2\/points\/6\/revisions"}],"wp:attachment":[{"href":"https:\/\/community.mis.temple.edu\/zxie\/wp-json\/wp\/v2\/media?parent=6"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}