{"id":9844,"date":"2018-12-08T12:23:07","date_gmt":"2018-12-08T17:23:07","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=9844"},"modified":"2018-12-08T12:23:07","modified_gmt":"2018-12-08T17:23:07","slug":"explainable-artificial-intelligence-part-2-model-interpretation-strategies","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/explainable-artificial-intelligence-part-2-model-interpretation-strategies\/9844\/","title":{"rendered":"Explainable Artificial Intelligence (Part 2) \u2013 Model Interpretation Strategies"},"content":{"rendered":"Originally published in KDnuggets, December 2018 For today\u2019s leading deep learning methods and technology, attend the conference and training workshops at Deep Learning World, June 16-19, 2019 in Las Vegas. Introduction This article is a continuation in my series of articles aimed at\u00a0\u2018Explainable Artificial Intelligence (XAI)\u2019. If you haven\u2019t checked out the first article, I would definitely recommend you to take a quick glance at\u00a0\u2018Part I\u200a\u2014\u200aThe Importance of Human Interpretable Machine Learning\u2019\u00a0which covers the what and why of human interpretable machine learning and the need and importance of model interpretation along with its scope and criteria. In this <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/explainable-artificial-intelligence-part-2-model-interpretation-strategies\/9844\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in KDnuggets, December 2018 For today\u2019s leading deep learning methods and technology, attend the conference and training workshops at Deep Learning World, June 16-19, 2019 in Las Vegas. Introduction This article is a continuation in my series of articles aimed at\u00a0\u2018Explainable Artificial Intelligence (XAI)\u2019. If you haven\u2019t checked out the first article, I [&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":[11,48],"tags":[],"class_list":["post-9844","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/9844","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=9844"}],"version-history":[{"count":1,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/9844\/revisions"}],"predecessor-version":[{"id":9848,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/9844\/revisions\/9848"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=9844"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=9844"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=9844"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}