{"id":24974,"date":"2024-05-09T10:19:04","date_gmt":"2024-05-09T10:19:04","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/new-oversampling-or-hybrid-sampling-techniques-to-solve-overlapping-issues-in-imbalanced-datasets\/"},"modified":"2024-05-09T10:19:04","modified_gmt":"2024-05-09T10:19:04","slug":"new-oversampling-or-hybrid-sampling-techniques-to-solve-overlapping-issues-in-imbalanced-datasets","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/new-oversampling-or-hybrid-sampling-techniques-to-solve-overlapping-issues-in-imbalanced-datasets\/","title":{"rendered":"new oversampling or hybrid sampling techniques to solve overlapping issues in Imbalanced Datasets"},"content":{"rendered":"<p>https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0957417422004407<\/p>\n<div>https:\/\/link.springer.com\/article\/10.1007\/s12652-023-04610-z<\/div>\n<div>https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0020025524002640<\/div>\n<div>i ned a reserch article on imbalanced dataset in which we work on minorty class , introducing new techniques to balance the datasets. then we compare our proposed method&#8217;s results(accuracy, f1-score, G-mean and AUC) with already existing resampling methods like SMOTE, BS SMOTE, SVM SMOte, etc thorigh tables and Graphs.<\/div>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0957417422004407 https:\/\/link.springer.com\/article\/10.1007\/s12652-023-04610-z https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0020025524002640 i ned a reserch article on imbalanced dataset in which we work on minorty class , introducing new techniques to balance the datasets. then we compare our proposed method&#8217;s results(accuracy, f1-score, G-mean and AUC) with already existing resampling methods like SMOTE, BS SMOTE, SVM SMOte, etc thorigh tables and Graphs.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[63],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/24974"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=24974"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/24974\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=24974"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=24974"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=24974"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=24974"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}