{"id":3421,"date":"2020-03-03T20:47:38","date_gmt":"2020-03-04T01:47:38","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=3421"},"modified":"2020-03-03T20:48:00","modified_gmt":"2020-03-04T01:48:00","slug":"cs488-week-7","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/03\/03\/cs488-week-7\/","title":{"rendered":"CS488 &#8211; Week 7"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This week I began creating a model using the Keras Python library. I have been training it on the SemVal Task 8 2010 dataset, with accuracies of around 90% during training and 5 epochs and 60-65% validation accuracy. I was successfully able to save and reload the model. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I will be working on increasing the accuracy of this model in the coming week before applying it outside of its dataset.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week I began creating a model using the Keras Python library. I have been training it on the SemVal Task 8 2010 dataset, with accuracies of around 90% during training and 5 epochs and 60-65% validation accuracy. I was successfully able to save and reload the model. I will be working on increasing the &#8230; <a title=\"CS488 &#8211; Week 7\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/03\/03\/cs488-week-7\/\" aria-label=\"Read more about CS488 &#8211; Week 7\">Read more<\/a><\/p>\n","protected":false},"author":70,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[80,88,19],"tags":[],"class_list":["post-3421","post","type-post","status-publish","format-standard","hentry","category-80","category-aleksandr-sergeev","category-student"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3421","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\/70"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=3421"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3421\/revisions"}],"predecessor-version":[{"id":3422,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3421\/revisions\/3422"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=3421"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=3421"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=3421"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}