{ "_id": "6a608e5614e95619b75db239", "Package": "discrim", "Title": "Model Wrappers for Discriminant Analysis", "Version": "1.1.0.9000", "Authors@R": "c(\nperson(\"Emil\", \"Hvitfeldt\", , \"emil.hvitfeldt@posit.co\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-0679-1945\")),\nperson(\"Max\", \"Kuhn\", , \"max@posit.co\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-2402-136X\")),\nperson(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\"),\ncomment = c(ROR = \"03wc8by49\"))\n)", "Description": "Bindings for additional classification models for use with\nthe 'parsnip' package. Models include flavors of discriminant\nanalysis, such as linear (Fisher (1936)\n), regularized\n(Friedman (1989) ), and\nflexible (Hastie, Tibshirani, and Buja (1994)\n), as well as naive Bayes\nclassifiers (Hand and Yu (2007)\n).", "License": "MIT + file LICENSE", "URL": "https://github.com/tidymodels/discrim,\nhttps://discrim.tidymodels.org/", "BugReports": "https://github.com/tidymodels/discrim/issues", "Config/Needs/website": "tidymodels/tidymodels, tidyverse/tidytemplate", "Config/testthat/edition": "3", "Config/usethis/last-upkeep": "2025-04-24", "Encoding": "UTF-8", "Language": "en-US", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://tidymodels.r-universe.dev", "Date/Publication": "2026-04-14 13:44:36 UTC", "RemoteUrl": "https://github.com/tidymodels/discrim", "RemoteRef": "HEAD", "RemoteSha": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-22 09:29:20 UTC", "User": "root" }, "Author": "Emil Hvitfeldt [aut, cre] (ORCID:\n),\nMax Kuhn [aut] (ORCID: ),\nPosit Software, PBC [cph, fnd] (ROR: )", "Maintainer": "Emil Hvitfeldt ", "_user": "tidymodels", "_type": "src", "_file": "discrim_1.1.0.9000.tar.gz", "_fileid": "https://r2.ropensci.org/4988562744717d7fc1bbbcde0db0c10d6bac60ba2d53a5eb363f9fe1d919a09e", "_filesize": 234643, "_sha256": "4988562744717d7fc1bbbcde0db0c10d6bac60ba2d53a5eb363f9fe1d919a09e", "_expires": "2026-10-30T09:33:08.000Z", "_created": "2026-07-22T09:29:20.000Z", "_published": "2026-07-22T09:33:10.244Z", "_jobs": [ { "job": 88884532769, "time": 171, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8524792184" }, { "job": 88884532738, "time": 190, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8524800572" }, { "job": 88884532763, "time": 127, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8524771915" }, { "job": 88884532804, "time": 143, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8524779092" }, { "job": 88883777194, "time": 211, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8524710278" }, { "job": 88884532759, "time": 135, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8524775740" }, { "job": 88884532811, "time": 124, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8524770295" }, { "job": 88884532806, "time": 109, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8524763322" }, { "job": 88884532774, "time": 110, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8524763277" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766", "_status": "success", "_upstream": "https://github.com/tidymodels/discrim", "_commit": { "id": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "author": "Hannah Frick ", "committer": "GitHub ", "message": "Merge pull request #84 from jeroenjanssens/update-plausible-snippet\n\nUpdate Plausible analytics snippet", "time": 1776174276 }, "_maintainer": { "name": "Emil Hvitfeldt", "email": "emil.hvitfeldt@posit.co", "login": "emilhvitfeldt", "bluesky": "@emilhvitfeldt.bsky.social", "description": "All things @tidymodels", "uuid": 14034784, "orcid": "0000-0002-0679-1945" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "parsnip", "version": ">= 0.2.0", "role": "Depends" }, { "package": "R", "version": ">= 4.1", "role": "Depends" }, { "package": "dials", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "withr", "role": "Imports" }, { "package": "covr", "role": "Suggests" }, { "package": "dplyr", "role": "Suggests" }, { "package": "earth", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "hardhat", "role": "Suggests" }, { "package": "klaR", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "mda", "role": "Suggests" }, { "package": "mlbench", "role": "Suggests" }, { "package": "modeldata", "role": "Suggests" }, { "package": "naivebayes", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "sda", "role": "Suggests" }, { "package": "sparsediscrim", "version": ">= 0.3.0", "role": "Suggests" }, { "package": "spelling", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "xml2", "role": "Suggests" } ], "_owner": "tidymodels", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-34", "n": 1 }, { "week": "2025-46", "n": 1 }, { "week": "2025-47", "n": 1 }, { "week": "2025-49", "n": 2 }, { "week": "2026-16", "n": 1 } ], "_tags": [ { "name": "v1.0.2", "date": "2025-08-01" }, { "name": "v1.1.0", "date": "2025-12-01" } ], "_stars": 31, "_contributors": [ { "user": "topepo", "count": 112, "uuid": 5731043 }, { "user": "emilhvitfeldt", "count": 75, "uuid": 14034784 }, { "user": "juliasilge", "count": 30, "uuid": 12505835 }, { "user": "hfrick", "count": 11, "uuid": 12950918 }, { "user": "jeroenjanssens", "count": 2, "uuid": 1368256 }, { "user": "gaborcsardi", "count": 1, "uuid": 660288 }, { "user": "simonpcouch", "count": 1, "uuid": 35748691 } ], "_userbio": { "uuid": 29100987, "type": "organization", "name": "tidymodels", "followers": 557 }, "_downloads": { "count": 2389, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/discrim" }, "_mentions": 1, "_devurl": "https://github.com/tidymodels/discrim", "_pkgdown": "https://discrim.tidymodels.org/", "_searchresults": 1632, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/discrim.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/tidymodels/discrim", "_realowner": "tidymodels", "_cranurl": true, "_releases": [ { "version": "0.0.1", "date": "2019-10-11" }, { "version": "0.0.2", "date": "2020-04-09" }, { "version": "0.1.0", "date": "2020-07-07" }, { "version": "0.1.1", "date": "2020-10-28" }, { "version": "0.1.2", "date": "2021-05-28" }, { "version": "0.1.3", "date": "2021-07-21" }, { "version": "0.2.0", "date": "2022-03-09" }, { "version": "1.0.0", "date": "2022-06-23" }, { "version": "1.0.1", "date": "2023-03-08" }, { "version": "1.0.2", "date": "2025-08-23" }, { "version": "1.1.0", "date": "2025-12-02" } ], "_exports": [ "fit_regularized_linear", "fit_regularized_quad", "frac_common_cov", "frac_identity", "klar_bayes_wrapper", "pred_wrapper", "smoothness" ], "_datasets": [ { "name": "parabolic", "title": "Parabolic class boundary data", "object": "parabolic", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "X1", "X2", "class" ], "rows": 500, "table": true, "tojson": true } ], "_help": [ { "page": "frac_common_cov", "title": "Parameter objects for Regularized Discriminant Models", "topics": [ "frac_common_cov", "frac_identity", "smoothness" ] }, { "page": "parabolic", "title": "Parabolic class boundary data", "topics": [ "parabolic" ] } ], "_pkglogo": "https://github.com/tidymodels/discrim/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/tidymodels/discrim/raw/HEAD/README.md", "_rundeps": [ "cli", "codetools", "cpp11", "dials", "DiceDesign", "dplyr", "farver", "generics", "ggplot2", "globals", "glue", "gtable", "hardhat", "isoband", "labeling", "lifecycle", "magrittr", "parsnip", "pillar", "pkgconfig", "prettyunits", "purrr", "R6", "RColorBrewer", "rlang", "S7", "scales", "sfd", "sparsevctrs", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 8.258389257057674, "_indexed": true, "_nocasepkg": "discrim", "_universes": [ "tidymodels", "emilhvitfeldt" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.0.9000", "date": "2026-07-22T09:31:52.000Z", "distro": "resolute", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/ecadab4bcf73c21acc36e1e0b875bcdcb200fa4127126d6df71bbef9be187401", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" }, { "r": "4.6.1", "os": "linux", "version": "1.1.0.9000", "date": "2026-07-22T09:32:08.000Z", "distro": "resolute", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/e303a7a910bc5915b21fa822e397cd137ee63a9360d7ca94188d1457ae869a48", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" }, { "r": "4.5.3", "os": "mac", "version": "1.1.0.9000", "date": "2026-07-22T09:31:16.000Z", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/11281b68143387940950d8cf214ae6348438bf4bcd09f56d05f3fd788f5dd229", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" }, { "r": "4.6.1", "os": "mac", "version": "1.1.0.9000", "date": "2026-07-22T09:31:23.000Z", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/8c40b30b86e3515eb39141050b55d9a667d2b2082815763fb9d0681763869d77", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.0.9000", "date": "2026-07-22T09:31:55.000Z", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/bc56e00e0e160a1dbfa01ed0b2cea71f5ef6ae4490b46fc097540c39c6d20c6f", "status": "success", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" }, { "r": "4.7.0", "os": "win", "version": "1.1.0.9000", "date": "2026-07-22T09:30:56.000Z", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/0aad332462ac9e0bee04c75dce1210a6cc23e0c03929bdda93de5a4ce314db82", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" }, { "r": "4.5.3", "os": "win", "version": "1.1.0.9000", "date": "2026-07-22T09:30:40.000Z", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/13f6faa061b57bbfbea8764ba05b18a083443b20c479d2fb4ff92866073dbe21", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" }, { "r": "4.6.1", "os": "win", "version": "1.1.0.9000", "date": "2026-07-22T09:30:43.000Z", "commit": "a4ecf1f306c42c0dc47715d9b5998f51265a2839", "fileid": "https://r2.ropensci.org/6919471b8cdda0aa4144f7b1c4461c8630f429c6c307ff32d26fef33d5a1ec91", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/29907919766" } ] }