{ "_id": "6ac64431f511ae58c09a91f8", "Package": "smotefamily", "Title": "A Collection of Oversampling Techniques for Class Imbalance\nProblem Based on SMOTE", "Version": "1.4.0", "Date": "2024-03-14", "Authors@R": "person(\"Wacharasak\",\"Siriseriwan\",email=\"wacharasak.s@gmail.com\", role=c(\"aut\",\"cre\"))", "Maintainer": "Wacharasak Siriseriwan ", "Description": "A collection of various oversampling techniques developed\nfrom SMOTE is provided. SMOTE is a oversampling technique which\nsynthesizes a new minority instance between a pair of one\nminority instance and one of its K nearest neighbor. Other\ntechniques adopt this concept with other criteria in order to\ngenerate balanced dataset for class imbalance problem.", "License": "GPL (>= 3)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-07 10:33:57 UTC", "User": "root" }, "Author": "Wacharasak Siriseriwan [aut, cre]", "Config/pak/sysreqs": "libglpk-dev libxml2-dev", "Repository": "https://reddertar.r-universe.dev", "Date/Publication": "2024-03-15 02:32:09 UTC", "RemoteUrl": "https://github.com/cran/smotefamily", "RemoteRef": "HEAD", "RemoteSha": "7161753bea39c7f31746154ba5d1c3cde4e7a481", "_user": "reddertar", "_type": "src", "_file": "smotefamily_1.4.0.tar.gz", "_fileid": "https://r2.ropensci.org/f6ada67cf310a4156b753ef92c0a35be77d1a3f41f92a83f7416fad524b14ba7", "_filesize": 138057, "_sha256": "f6ada67cf310a4156b753ef92c0a35be77d1a3f41f92a83f7416fad524b14ba7", "_expires": "2027-01-15T13:07:59.000Z", "_created": "2026-10-07T10:33:57.000Z", "_published": "2026-10-07T13:08:01.874Z", "_buildurl": 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