{"id":904,"date":"2017-08-30T19:22:14","date_gmt":"2017-08-30T23:22:14","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=904"},"modified":"2025-04-24T15:15:01","modified_gmt":"2025-04-24T19:15:01","slug":"survey-paper-final","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2017\/08\/30\/survey-paper-final\/","title":{"rendered":"Final Project"},"content":{"rendered":"<p><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2017\/08\/Capstone_Project_Proposal_Nirdesh.pdf\">Capstone_Project_Proposal_Nirdesh<\/a><\/p>\n<p><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2017\/08\/SurveryPaper_SeniorCapstone.docx\">SurveryPaper_SeniorCapstone_Final_Nirdesh<\/a><\/p>\n<p>My Senior Project will be based on improving the accuracy of machine learning algorithms by using various statistical methods to correctly pre-process a dataset and then feed it into a machine learning algorithm.<\/p>\n<p>The software part of my project will be based on designing a platform that works with R studio to run these tests on a dataset and then feed it to a machine learning algorithm and then analyze the results. This software recommends the series of &#8216;knobs&#8217; that can turned on the dataset to better it for the algorithm. My paper will be based on the results that I found and whether or not pre-processing made a difference in the performance of these algorithms.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Capstone_Project_Proposal_Nirdesh SurveryPaper_SeniorCapstone_Final_Nirdesh My Senior Project will be based on improving the accuracy of machine learning algorithms by using various statistical methods to correctly pre-process a dataset and then feed it into a machine learning algorithm. The software part of my project will be based on designing a platform that works with R studio to run &#8230; <a title=\"Final Project\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2017\/08\/30\/survey-paper-final\/\" aria-label=\"Read more about Final Project\">Read more<\/a><\/p>\n","protected":false},"author":20,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[33,32,47,19],"tags":[],"class_list":["post-904","post","type-post","status-publish","format-standard","hentry","category-33","category-nirdesh","category-nirdesh-bhandari","category-student"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/904","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=904"}],"version-history":[{"count":5,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/904\/revisions"}],"predecessor-version":[{"id":913,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/904\/revisions\/913"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}