{"id":192,"date":"2018-12-31T16:00:09","date_gmt":"2018-12-31T16:00:09","guid":{"rendered":"http:\/\/robschumaker.com\/recentnews\/?p=192"},"modified":"2019-01-28T21:18:50","modified_gmt":"2019-01-28T21:18:50","slug":"jitim-paper-machine-learning-the-harness-track-a-temporal-investigation-of-race-history-on-prediction","status":"publish","type":"post","link":"https:\/\/robschumaker.com\/recentnews\/2018\/12\/31\/jitim-paper-machine-learning-the-harness-track-a-temporal-investigation-of-race-history-on-prediction\/","title":{"rendered":"JITIM Paper &#8211; Machine Learning the Harness Track: A Temporal Investigation of Race History on Prediction"},"content":{"rendered":"<p>New publication available <a href=\"https:\/\/scholarworks.lib.csusb.edu\/jitim\/vol27\/iss2\/1\/\">here<\/a>.<\/p>\n<p>Machine learning techniques have shown their usefulness in accurately predicting greyhound races. Many of the studies within this domain focus on two things; win-only wagers and using a very particular combination of race history. Our study investigates altering these properties and studying the results. In particular we found a race history combination that optimizes our S&#038;C Racing system\u2019s predictions on seven different wager types. From this, S&#038;C Racing posted an impressive 50.44% accuracy in selecting winning wagers with a payout of $609.34 and a betting return of $10.06 per dollar wagered.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>New publication available here. Machine learning techniques have shown their usefulness in accurately predicting greyhound races. Many of the studies within this domain focus on two things; win-only wagers and using a very particular combination of race history. Our study investigates altering these properties and studying the results. In particular we found a race history &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"https:\/\/robschumaker.com\/recentnews\/2018\/12\/31\/jitim-paper-machine-learning-the-harness-track-a-temporal-investigation-of-race-history-on-prediction\/\">Continue reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-192","post","type-post","status-publish","format-standard","hentry","category-recent-news","item-wrap"],"_links":{"self":[{"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/posts\/192","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/comments?post=192"}],"version-history":[{"count":1,"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/posts\/192\/revisions"}],"predecessor-version":[{"id":193,"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/posts\/192\/revisions\/193"}],"wp:attachment":[{"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/media?parent=192"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/categories?post=192"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/robschumaker.com\/recentnews\/wp-json\/wp\/v2\/tags?post=192"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}