{"id":9438,"date":"2018-04-05T12:20:47","date_gmt":"2018-04-05T16:20:47","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=9438"},"modified":"2018-04-09T12:40:27","modified_gmt":"2018-04-09T16:40:27","slug":"the-machine-learning-reproducibility-crisis","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/the-machine-learning-reproducibility-crisis\/9438\/","title":{"rendered":"The Machine Learning Reproducibility Crisis"},"content":{"rendered":"Originally published in Pete Warden\u2019s Blog, March 19, 2018 For today\u2019s leading machine learning methods and technology, attend the conference and training workshops at Predictive Analytics World Las Vegas, June 3-7, 2018. I was recently chatting to a friend whose startup\u2019s machine learning models were so disorganized it was causing serious problems as his team tried to build on each other\u2019s work and share it with clients. Even the original author sometimes couldn\u2019t train the same model and get similar results! He was hoping that I had a solution I could recommend, but I had to admit that <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/the-machine-learning-reproducibility-crisis\/9438\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in Pete Warden\u2019s Blog, March 19, 2018 For today\u2019s leading machine learning methods and technology, attend the conference and training workshops at Predictive Analytics World Las Vegas, June 3-7, 2018. I was recently chatting to a friend whose startup\u2019s machine learning models were so disorganized it was causing serious problems as his team [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11],"tags":[],"class_list":["post-9438","post","type-post","status-publish","format-standard","hentry","category-industry-news"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/9438","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=9438"}],"version-history":[{"count":4,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/9438\/revisions"}],"predecessor-version":[{"id":9452,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/9438\/revisions\/9452"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=9438"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=9438"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=9438"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}