{"id":6265,"date":"2025-08-22T07:02:21","date_gmt":"2025-08-22T07:02:21","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/08\/22\/designing-trustworthy-ml-models-alan-aida-discover-monotonicity-in-machine-learning\/"},"modified":"2025-08-22T07:02:21","modified_gmt":"2025-08-22T07:02:21","slug":"designing-trustworthy-ml-models-alan-aida-discover-monotonicity-in-machine-learning","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/08\/22\/designing-trustworthy-ml-models-alan-aida-discover-monotonicity-in-machine-learning\/","title":{"rendered":"Designing Trustworthy ML Models: Alan &amp; Aida Discover Monotonicity in Machine Learning"},"content":{"rendered":"\n<div>Designing Trustworthy ML Models: Alan &#038; Aida Discover Monotonicity in Machine Learning<\/div>\n<p> \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>Accuracy alone doesn\u2019t guarantee trustworthiness. Monotonicity ensures predictions align with common sense and business rules.<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/designing-trustworthy-ml-models-alan-aida-discover-monotonicity-in-machine-learning\/\">Designing Trustworthy ML Models: Alan &amp; Aida Discover Monotonicity in Machine Learning<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Mehdi Mohammadi<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/designing-trustworthy-ml-models-alan-aida-discover-monotonicity-in-machine-learning\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Designing Trustworthy ML Models: Alan &#038; Aida Discover Monotonicity in Machine Learning Accuracy alone doesn\u2019t guarantee trustworthiness. Monotonicity ensures predictions align with common sense and business rules. The post Designing Trustworthy ML Models: Alan &amp; Aida Discover Monotonicity in Machine Learning appeared first on Towards Data Science. Mehdi Mohammadi Go to original source<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[151,62,83,70,3561,3562,3563],"tags":[3564,3186,3565],"class_list":["post-6265","post","type-post","status-publish","format-standard","hentry","category-ai","category-aimldsaimlds","category-data-science","category-machine-learning","category-monotonic-constraint","category-prediction-model","category-trustworthy-ai","tag-designing","tag-monotonicity","tag-trustworthy"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/6265"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=6265"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/6265\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=6265"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=6265"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=6265"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}