{ "_id": "6a3286503efcd9bda438bd0d", "Package": "correctR", "Type": "Package", "Title": "Corrected Test Statistics for Comparing Machine Learning Models\non Correlated Samples", "Version": "0.3.1", "Date": "2025-02-05", "Authors@R": "c(\nperson(\"Trent\", \"Henderson\", email = \"then6675@uni.sydney.edu.au\", role = c(\"cre\", \"aut\"))\n)", "Maintainer": "Trent Henderson ", "Description": "Calculate a set of corrected test statistics for cases\nwhen samples are not independent, such as when classification\naccuracy values are obtained over resamples or through k-fold\ncross-validation, as proposed by Nadeau and Bengio (2003)\n and presented in Bouckaert and\nFrank (2004) .", "BugReports": "https://github.com/hendersontrent/correctR/issues", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "URL": "https://hendersontrent.github.io/correctR/", "Repository": "https://hendersontrent.r-universe.dev", "Date/Publication": "2025-02-05 02:41:43 UTC", "RemoteUrl": "https://github.com/hendersontrent/correctr", "RemoteRef": "HEAD", "RemoteSha": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-17 11:31:46 UTC", "User": "root" }, "Author": "Trent Henderson [cre, aut]", "MD5sum": "d352195d561a0b29866246147e4162b1", "_user": "hendersontrent", "_type": "src", "_file": "correctR_0.3.1.tar.gz", "_fileid": "b48321eb4fbd9912e8d78ddf7e7cf17a172b602bee954126d1bf018dbfd8f12e", "_filesize": 131713, "_sha256": "b48321eb4fbd9912e8d78ddf7e7cf17a172b602bee954126d1bf018dbfd8f12e", "_created": "2026-06-17T11:31:46.000Z", "_published": "2026-06-17T11:34:40.789Z", "_distro": "noble", "_jobs": [ { "job": 81884246259, "time": 118, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7694095051" }, { "job": 81884246313, "time": 145, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7694101376" }, { "job": 81884246251, "time": 73, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7694075843" }, { "job": 81884246304, "time": 109, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7694088669" }, { "job": 81883765648, "time": 159, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7694049554" }, { "job": 81884246248, "time": 95, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7694084013" }, { "job": 81884246297, "time": 78, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7694077862" }, { "job": 81884246280, "time": 73, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7694076223" }, { "job": 81884246338, "time": 119, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7694093289" } ], "_buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/hendersontrent/correctr", "_commit": { "id": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "author": "Trent Henderson <61951863+hendersontrent@users.noreply.github.com>", "committer": "GitHub ", "message": "Merge pull request #20 from hendersontrent/trent-dev\n\nfixed readme", "time": 1738723303 }, "_maintainer": { "name": "Trent Henderson", "email": "then6675@uni.sydney.edu.au" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "markdown", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "pkgdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "hendersontrent", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_topics": [ "hypothesis-testing", "machine-learning", "statistics" ], "_stars": 24, "_contributors": [ { "user": "hendersontrent", "count": 54, "uuid": 61951863 } ], "_userbio": { "uuid": 61951863, "type": "user", "name": "Trent Henderson", "followers": 53, "description": "Accredited Statistician and lead data scientist. Coding in R, Python, Julia, & Stan. Interested in time series, statistical inference & machine learning" }, "_downloads": { "count": 306, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/correctR" }, "_devurl": "https://github.com/hendersontrent/correctr", "_pkgdown": "https://hendersontrent.github.io/correctR/", "_searchresults": 12, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/correctR.html", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/hendersontrent/correctr", "_realowner": "hendersontrent", "_cranurl": true, "_releases": [ { "version": "0.1.2", "date": "2022-12-19" }, { "version": "0.1.3", "date": "2023-08-20" }, { "version": "0.2.1", "date": "2024-03-13" }, { "version": "0.3.1", "date": "2025-02-05" } ], "_exports": [ "kfold_ttest", "repkfold_ttest", "resampled_ttest" ], "_help": [ { "page": "correctR", "title": "Corrections For Correlated Test Statistics", "topics": [ "correctR-package", "correctR" ] }, { "page": "kfold_ttest", "title": "Compute correlated t-statistic and p-value for k-fold cross-validated results", "topics": [ "kfold_ttest" ] }, { "page": "repkfold_ttest", "title": "Compute correlated t-statistic and p-value for repeated k-fold cross-validated results", "topics": [ "repkfold_ttest" ] }, { "page": "resampled_ttest", "title": "Compute correlated t-statistic and p-value for resampled data", "topics": [ "resampled_ttest" ] } ], "_readme": "https://github.com/hendersontrent/correctr/raw/HEAD/README.md", "_rundeps": [], "_vignettes": [ { "source": "correctR.Rmd", "filename": "correctR.html", "title": "Introduction to correctR", "author": "Trent Henderson", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Random subsampling correction", "k-fold cross-validation correction", "Repeated k-fold cross-validation correction", "Setup", "Package functionality" ], "created": "2022-12-16 05:02:44", "modified": "2024-03-13 10:47:20", "commits": 3 } ], "_score": 5.635483746814912, "_indexed": true, "_nocasepkg": "correctr", "_universes": [ "hendersontrent" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.1", "date": "2026-06-17T11:33:55.000Z", "distro": "noble", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "e497fed43d5bfee122da4f441f9ae3b872aafad79013af242f5a6a9823c1ff1d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" }, { "r": "4.6.0", "os": "linux", "version": "0.3.1", "date": "2026-06-17T11:34:11.000Z", "distro": "noble", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "8d14c57a9518b66f95b7cdec882a93da1be8de1b341801b2325d77daeba56710", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" }, { "r": "4.5.3", "os": "mac", "version": "0.3.1", "date": "2026-06-17T11:33:05.000Z", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "82891769a92888d8d2302b8bfb13e91522c006987d887459031716ae8cdbacc2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" }, { "r": "4.6.0", "os": "mac", "version": "0.3.1", "date": "2026-06-17T11:33:35.000Z", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "625925f54843dcc2315338832478f8736fbab4e0bb46641986cb9b542ef5a1e3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.1", "date": "2026-06-17T11:33:34.000Z", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "81421f91f86b8a2314102092c2f31546bbfd0dc5e89d47b085416dde3972f244", "status": "success", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" }, { "r": "4.7.0", "os": "win", "version": "0.3.1", "date": "2026-06-17T11:33:02.000Z", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "553d32b5c73094bd2322cd0384c7bb8d70aab462d93819b49f2d71bff3f7d7c0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" }, { "r": "4.5.3", "os": "win", "version": "0.3.1", "date": "2026-06-17T11:32:59.000Z", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "1c7a3d1d21de02ee3315d1df89c89fe745f2a36672193015cd10a49ad3217143", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" }, { "r": "4.6.0", "os": "win", "version": "0.3.1", "date": "2026-06-17T11:33:47.000Z", "commit": "78b160ce0a2ea7a0d6dbc2af7b95bf6cb1fbbe6f", "fileid": "c887106c98cc1ed74aac108caea856f91567e27d84985c589a234689593f5bbf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/hendersontrent/actions/runs/27685687413" } ] }