{"id":23,"date":"2025-04-19T07:02:23","date_gmt":"2025-04-19T07:02:23","guid":{"rendered":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/?p=23"},"modified":"2025-04-19T07:02:23","modified_gmt":"2025-04-19T07:02:23","slug":"final-project-logbook-april-18","status":"publish","type":"post","link":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/2025\/04\/19\/final-project-logbook-april-18\/","title":{"rendered":"Final Project Logbook &#8211; April 18"},"content":{"rendered":"\n<p>Feb 5 &#8211; Researched project Ideas &#8211; 2 hours<\/p>\n\n\n\n<p>Feb 7 &#8211; Wrote Project proposal &#8211; 3 hours<\/p>\n\n\n\n<p>Feb 17 &#8211; Further research of learning algorithms &#8211; 1 hour<\/p>\n\n\n\n<p>Feb 19 &#8211; Wrote code for: &nbsp; &#8211; 3 hours<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reading the dataset<\/li>\n\n\n\n<li>Partitioning the data into training and testing sets<\/li>\n\n\n\n<li>Using K-fold cross validation<\/li>\n<\/ul>\n\n\n\n<p>Feb 21 &#8211; Wrote biweekly update &#8211; 2 hours<\/p>\n\n\n\n<p>Feb 28 &#8211; Researched Random Forests, and Implementation of Random Forests through Scikit Learn &#8211; 4 Hours<\/p>\n\n\n\n<p>March 3 &#8211; Implementation of code for running Random Forests &#8211; 3 hours<\/p>\n\n\n\n<p>March 7 &#8211; Wrote Biweekly update &#8211; 2 hours<\/p>\n\n\n\n<p>March 9 &#8211; Reading\/Researching SVMs in[1] &#8211; 3 hours<\/p>\n\n\n\n<p>March 14 &#8211;&nbsp; Researched possible libraries to use for my base models &#8211; 2 hours<\/p>\n\n\n\n<p>March 20 &#8211; Implemented Linear SVMs through Scikit learn &#8211; 2 hour<\/p>\n\n\n\n<p>March 21 &#8211; Wrote Biweekly update and responded to feedback on my project &#8211; 2 hours<\/p>\n\n\n\n<p>March 27 &#8211; Implemented Analysis in code &#8211; 4 hours<\/p>\n\n\n\n<p>April 3 &#8211; Researched and implemented data scaling and pre-processing &#8211; 1 hour<\/p>\n\n\n\n<p>April 4 &#8211; Implemented Gaussian SVM and analysis[1][2] &#8211; 2 hours<\/p>\n\n\n\n<p>April 7 &#8211; Wrote and recorded project demo &#8211; 2 hours<\/p>\n\n\n\n<p>April 7 &#8211; Wrote Biweekly update &#8211; 1 hour<\/p>\n\n\n\n<p>April 13 &#8211; Researched and implemented and tested the neural network model &#8211; 4 hours<\/p>\n\n\n\n<p>April 15 &#8211; Started writing my final report &#8211; 4 hours<\/p>\n\n\n\n<p>April 18 &#8211; Finalized final report &#8211; 8 hours<\/p>\n\n\n\n<p>April 18 &#8211; Responded to peer questions, updated the website, and wrote final logbook &#8211; 20 minutes<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Feb 5 &#8211; Researched project Ideas &#8211; 2 hours Feb 7 &#8211; Wrote Project proposal &#8211; 3 hours Feb 17 &#8211; Further research of learning algorithms &#8211; 1 hour Feb 19 &#8211; Wrote code for: &nbsp; &#8211; 3 hours Feb 21 &#8211; Wrote biweekly update &#8211; 2 hours Feb 28 &#8211; Researched Random Forests, and &hellip; <a href=\"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/2025\/04\/19\/final-project-logbook-april-18\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Final Project Logbook &#8211; April 18&#8221;<\/span><\/a><\/p>\n","protected":false},"author":19356,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-23","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/posts\/23","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/users\/19356"}],"replies":[{"embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/comments?post=23"}],"version-history":[{"count":1,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/posts\/23\/revisions"}],"predecessor-version":[{"id":24,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/posts\/23\/revisions\/24"}],"wp:attachment":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/media?parent=23"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/categories?post=23"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/haydendunstancsc466\/wp-json\/wp\/v2\/tags?post=23"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}