{"id":110552,"date":"2020-07-28T10:44:00","date_gmt":"2020-07-28T17:44:00","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2020\/07\/improving-massively-imbalanced-datasets-in-machine-learning-with-synthetic-data"},"modified":"2020-07-28T10:44:00","modified_gmt":"2020-07-28T17:44:00","slug":"improving-massively-imbalanced-datasets-in-machine-learning-with-synthetic-data","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2020\/07\/improving-massively-imbalanced-datasets-in-machine-learning-with-synthetic-data","title":{"rendered":"Improving massively imbalanced datasets in machine learning with synthetic data"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/improving-massively-imbalanced-datasets-in-machine-learning-with-synthetic-data3.jpg\"><\/a><\/p>\n<p>Handling imbalanced datasets in machine learning is a difficult challenge, and can include topics such as payment fraud, diagnosing cancer or disease, and even cyber security attacks. What all of these have in\u2026<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Handling imbalanced datasets in machine learning is a difficult challenge, and can include topics such as payment fraud, diagnosing cancer or disease, and even cyber security attacks. What all of these have in\u2026<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,34,6],"tags":[],"class_list":["post-110552","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-cybercrime-malcode","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/110552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=110552"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/110552\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=110552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=110552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=110552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}