{"id":8445,"date":"2025-11-18T07:02:34","date_gmt":"2025-11-18T07:02:34","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/11\/18\/introducing-shats-a-shapley-based-method-for-time-series-models\/"},"modified":"2025-11-18T07:02:34","modified_gmt":"2025-11-18T07:02:34","slug":"introducing-shats-a-shapley-based-method-for-time-series-models","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/11\/18\/introducing-shats-a-shapley-based-method-for-time-series-models\/","title":{"rendered":"Introducing ShaTS: A Shapley-Based Method for Time-Series Models"},"content":{"rendered":"<p>    Introducing ShaTS: A Shapley-Based Method for Time-Series Models<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>Why you should not explain your time-series data with tabular Shapley methods<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/introducing-shats-a-shapley-based-method-for-time-series-models\/\">Introducing ShaTS: A Shapley-Based Method for Time-Series Models<\/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    Manuel Franco de la Pe\u00f1a<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/introducing-shats-a-shapley-based-method-for-time-series-models\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introducing ShaTS: A Shapley-Based Method for Time-Series Models Why you should not explain your time-series data with tabular Shapley methods The post Introducing ShaTS: A Shapley-Based Method for Time-Series Models appeared first on Towards Data Science. Manuel Franco de la Pe\u00f1a 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":[62,83,286,70,4237,4238,4239],"tags":[325,759,15],"class_list":["post-8445","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-data-science","category-explainable-ai","category-machine-learning","category-shap","category-shapley-values","category-time-series-model","tag-series","tag-shapley","tag-time"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/8445"}],"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=8445"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/8445\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=8445"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=8445"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=8445"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}