{ "_id": "6a1021cdacfb0bcc41c8c591", "Package": "rgnoisefilt", "Version": "1.1.2", "Title": "Elimination of Noisy Samples in Regression Datasets using Noise\nFilters", "Authors@R": "c(\nperson(given = \"Juan\",\nfamily = \"Martin\",\nrole = c(\"aut\", \"cre\"),\nemail = \"juanmartin@usal.es\"),\nperson(given = \"José A.\",\nfamily = \"Sáez\",\nrole = c(\"aut\"),\nemail = \"joseasaezm@ugr.es\"),\nperson(given = \"Emilio\",\nfamily = \"Corchado\",\nrole = c(\"aut\"),\nemail = \"escorchado@usal.es\"),\nperson(given = \"Pablo\",\nfamily = \"Morales\",\nrole = c(\"ctb\"),\ncomment= \"Author of the NoiseFiltersR package\"),\nperson(given = \"Julian\",\nfamily = \"Luengo\",\nrole = c(\"ctb\"),\ncomment= \"Author of the NoiseFiltersR package\"),\nperson(given = \"Luis P.F.\",\nfamily = \"Garcia\",\nrole = c(\"ctb\"),\ncomment= \"Author of the NoiseFiltersR package\"),\nperson(given = \"Ana C.\",\nfamily = \"Lorena\",\nrole = c(\"ctb\"),\ncomment= \"Author of the NoiseFiltersR package\"),\nperson(given = \"Andre C.P.L.F.\",\nfamily = \"de Carvalho\",\nrole = c(\"ctb\"),\ncomment= \"Author of the NoiseFiltersR package\"),\nperson(given = \"Francisco\",\nfamily = \"Herrera\",\nrole = c(\"ctb\"),\ncomment= \"Author of the NoiseFiltersR package\")\n)", "Description": "Traditional noise filtering methods aim at removing noisy\nsamples from a classification dataset. This package adapts\nclassic and recent filtering techniques for use in regression\nproblems, and it also incorporates methods specifically\ndesigned for regression data. In order to do this, it uses\napproaches proposed in the specialized literature, such as\nMartin et al. (2021) [] and\nArnaiz-Gonzalez et al. (2016)\n[]. Thus, the goal of the\nimplemented noise filters is to eliminate samples with noise in\nregression datasets.", "License": "GPL (>= 3)", "URL": "https://github.com/juanmartinsantos/rgnoisefilt", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "NeedsCompilation": "no", "Author": "Juan Martin [aut, cre], José A. Sáez [aut], Emilio Corchado\n[aut], Pablo Morales [ctb] (Author of the NoiseFiltersR\npackage), Julian Luengo [ctb] (Author of the NoiseFiltersR\npackage), Luis P.F. Garcia [ctb] (Author of the NoiseFiltersR\npackage), Ana C. Lorena [ctb] (Author of the NoiseFiltersR\npackage), Andre C.P.L.F. de Carvalho [ctb] (Author of the\nNoiseFiltersR package), Francisco Herrera [ctb] (Author of the\nNoiseFiltersR package)", "Maintainer": "Juan Martin ", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "libglpk-dev libicu-dev libxml2-dev", "Repository": "https://juanmartinsantos.r-universe.dev", "Date/Publication": "2025-05-24 16:04:28 UTC", "RemoteUrl": "https://github.com/juanmartinsantos/rgnoisefilt", "RemoteRef": "HEAD", "RemoteSha": "f3ac8fa1679e74519725d7ddb7bb1395ab432be6", "RemoteSubdir": "pkg/rgnoisefilt", "Packaged": { "Date": "2026-05-14 05:13:32 UTC", "User": "root" }, "MD5sum": "b88bd6ae2b2cdefa1fef184d71c31dd3", "_user": "juanmartinsantos", "_type": "src", "_file": "rgnoisefilt_1.1.2.tar.gz", "_fileid": "70951304d045931edd984135d79c7a2d7ad8c2c8aea1f9ef064790667be5080f", "_filesize": 261335, "_sha256": "70951304d045931edd984135d79c7a2d7ad8c2c8aea1f9ef064790667be5080f", 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