{"id":33214,"date":"2021-06-10T11:00:47","date_gmt":"2021-06-10T18:00:47","guid":{"rendered":"https:\/\/devblogs.microsoft.com\/dotnet\/?p=33214"},"modified":"2021-06-10T07:30:25","modified_gmt":"2021-06-10T14:30:25","slug":"ml-net-survey-model-explainability","status":"publish","type":"post","link":"https:\/\/devblogs.microsoft.com\/dotnet\/ml-net-survey-model-explainability\/","title":{"rendered":"ML.NET Survey: Model Explainability"},"content":{"rendered":"<p>Model Explainability ensures you can debug or audit your machine learning models. By understanding how and why your model reacts in certain situations, you can ensure reliability and robustness, while avoiding bias.<\/p>\n<p>Tell us about how you want to interpret your models and assess bias in <a href=\"https:\/\/dot.net\/ml\">ML.NET<\/a> by taking this ~10 minute survey.<\/p>\n<p>At the end, you can optionally leave your contact information if you\u2019d like to talk with the ML.NET team about your Model Explainability and Fairness feedback.<\/p>\n<p><div  class=\"d-flex justify-content-center\"><a class=\"cta_button_link btn-primary mb-24\" href=\"https:\/\/www.research.net\/r\/mlnet-survey-blog\" target=\"_blank\">Take the ML.NET Model Explainability survey<\/a><\/div><a href=\"https:\/\/www.research.net\/r\/mlnet-survey-blog\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/devblogs.microsoft.com\/dotnet\/wp-content\/uploads\/sites\/10\/2021\/06\/CommunicationSurveyGraphic.png\" alt=\"ML.NET Survey: Model Explainability\" width=\"318\" height=\"319\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Take the ML.NET Model Explainability survey to let us know what you want to see in ML.NET for explainability and fairness.<\/p>\n","protected":false},"author":62662,"featured_media":33215,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[685,688,691],"tags":[],"class_list":["post-33214","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dotnet","category-machine-learning","category-ml-dotnet"],"acf":[],"blog_post_summary":"<p>Take the ML.NET Model Explainability survey to let us know what you want to see in ML.NET for explainability and fairness.<\/p>\n","_links":{"self":[{"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/posts\/33214","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/users\/62662"}],"replies":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/comments?post=33214"}],"version-history":[{"count":0,"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/posts\/33214\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/media\/33215"}],"wp:attachment":[{"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/media?parent=33214"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/categories?post=33214"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devblogs.microsoft.com\/dotnet\/wp-json\/wp\/v2\/tags?post=33214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}