{"id":78,"date":"2022-04-27T04:04:23","date_gmt":"2022-04-27T04:04:23","guid":{"rendered":"https:\/\/www.deadmandao.com\/?p=78"},"modified":"2022-04-27T04:04:36","modified_gmt":"2022-04-27T04:04:36","slug":"classifier-hacker-history","status":"publish","type":"post","link":"https:\/\/www.deadmandao.com\/?p=78","title":{"rendered":"Classifier &#038; Hacker History"},"content":{"rendered":"\n<p>Matt and I have completed our deliverables for our second iteration.<br><br>We have a commit classifier notebook that hit 86.8% accuracy with 8 classes using Logit:<br><a href=\"https:\/\/github.com\/Deadman-DAO\/Web3HackerNetwork\/blob\/main\/sandbox\/notebooks\/bob\/commit_classification.ipynb\">https:\/\/github.com\/Deadman-DAO\/Web3HackerNetwork\/blob\/main\/sandbox\/notebooks\/bob\/commit_classification.ipynb<\/a><br><br>We generated simplified hacker histories as a sum of each hacker&#8217;s commit classifications:<br><a href=\"https:\/\/github.com\/Deadman-DAO\/Web3HackerNetwork\/blob\/main\/sandbox\/data\/bob\/hacker_history.json\">https:\/\/github.com\/Deadman-DAO\/Web3HackerNetwork\/blob\/main\/sandbox\/data\/bob\/hacker_history.json<\/a><br><br>And an analysis of the results compared to what you can currently get on GitHub:<br><a href=\"https:\/\/wiki.deadmandao.com\/index.php\/W3HN_Iteration_Two_Analysis\">https:\/\/wiki.deadmandao.com\/index.php\/W3HN_Iteration_Two_Analysis<\/a><br><br>We have submitted the deliverables to Ocean for review.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Matt and I have completed our deliverables for our second iteration. We have a commit classifier notebook that hit 86.8% accuracy with 8 classes using Logit:https:\/\/github.com\/Deadman-DAO\/Web3HackerNetwork\/blob\/main\/sandbox\/notebooks\/bob\/commit_classification.ipynb We generated simplified hacker histories as a sum of each hacker&#8217;s commit classifications:https:\/\/github.com\/Deadman-DAO\/Web3HackerNetwork\/blob\/main\/sandbox\/data\/bob\/hacker_history.json And an analysis of the results compared to what you can currently get on GitHub:https:\/\/wiki.deadmandao.com\/index.php\/W3HN_Iteration_Two_Analysis We [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts\/78"}],"collection":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=78"}],"version-history":[{"count":2,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts\/78\/revisions"}],"predecessor-version":[{"id":80,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts\/78\/revisions\/80"}],"wp:attachment":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=78"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=78"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=78"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}