{"id":8830,"date":"2026-02-12T06:33:33","date_gmt":"2026-02-12T06:33:33","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2026\/02\/12\/why-most-people-misuse-smote-and-how-to-do-it-right\/"},"modified":"2026-02-12T06:33:33","modified_gmt":"2026-02-12T06:33:33","slug":"why-most-people-misuse-smote-and-how-to-do-it-right","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2026\/02\/12\/why-most-people-misuse-smote-and-how-to-do-it-right\/","title":{"rendered":"Why Most People Misuse SMOTE, And How to Do It Right"},"content":{"rendered":"<p>Author: Iv\u00e1n Palomares Carrascosa<\/p>\n<div>Keys for oversampling your data for addressing class imbalance issues, the right way.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/why-most-people-misuse-smote-and-how-to-do-it-right\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Iv\u00e1n Palomares Carrascosa Keys for oversampling your data for addressing class imbalance issues, the right way. Go to Source<\/p>\n","protected":false},"author":1,"featured_media":466,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/8830"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=8830"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/8830\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/474"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=8830"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=8830"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=8830"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}