{"package":"r-smotefamily","ecosystem":"conda","exists":true,"latest_version":"1.4.0","repository":"","license":"GPL-3.0-or-later","description":"A collection of various oversampling techniques developed from SMOTE is provided. SMOTE is a oversampling technique which synthesizes a new minority instance between a pair of one minority instance and one of its K nearest neighbor. (see <https://www.jair.org/media/953/live-953-2037-jair.pdf> for more information) Other techniques adopt this concept with other criteria in order to generate balanced dataset for class imbalance problem.","downloads_weekly":361,"deprecated":false,"health":{"score":49},"_cache":"db_only_bot","_partial":true,"_response_ms":1,"_powered_by":"depscope.dev — bot fast path (DB-only)","recommendation":{"action":"review"}}