{ "_id": "6a4795a42f27a93436c0e477", "Package": "staccuracy", "Title": "Standardized Accuracy and Other Model Performance Metrics", "Version": "0.2.2", "Authors@R": "person(\"Chitu\", \"Okoli\", , \"Chitu.Okoli@skema.edu\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-5574-7572\"))", "Language": "en-US", "Description": "Standardized accuracy (staccuracy) is a framework for\nexpressing accuracy scores such that 50% represents a reference\nlevel of performance and 100% is a perfect prediction. The\n'staccuracy' package provides tools for creating staccuracy\nfunctions as well as some recommended staccuracy measures. It\nalso provides functions for some classic performance metrics\nsuch as mean absolute error (MAE), root mean squared error\n(RMSE), and area under the receiver operating characteristic\ncurve (AUCROC), as well as their winsorized versions when\napplicable.", "License": "MIT + file LICENSE", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "URL": "https://github.com/tripartio/staccuracy,\nhttps://tripartio.github.io/staccuracy/", "BugReports": "https://github.com/tripartio/staccuracy/issues", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://tripartio.r-universe.dev", "Date/Publication": "2025-02-23 14:24:58 UTC", "RemoteUrl": "https://github.com/tripartio/staccuracy", "RemoteRef": "HEAD", "RemoteSha": "a112bf9df372771068bac79db4bd7726f55636c4", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-03 05:40:28 UTC", "User": "root" }, "Author": "Chitu Okoli [aut, cre] (ORCID: )", "Maintainer": "Chitu Okoli ", "_user": "tripartio", "_type": "src", "_file": "staccuracy_0.2.2.tar.gz", "_fileid": "https://r2.ropensci.org/601b9964f943d11e9b019a92dd96a4fc73691a2fffffd23a746355b85fea829b", "_filesize": 140360, "_sha256": "601b9964f943d11e9b019a92dd96a4fc73691a2fffffd23a746355b85fea829b", "_expires": "2026-10-11T10:57:40.000Z", "_created": "2026-07-03T05:40:28.000Z", "_published": "2026-07-03T10:57:40.664Z", "_jobs": [ { "job": 84985371059, "time": 143, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8058676378" }, { "job": 84985371388, "time": 144, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8058676556" }, { "job": 84985371171, "time": 102, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8058666918" }, { "job": 84985371190, "time": 83, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8058662455" }, { "job": 84985370667, "time": 177, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8058642759" }, { "job": 84985371091, "time": 162, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8058680640" }, { "job": 84985371351, "time": 73, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8058660323" }, { "job": 84985371761, "time": 89, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8058664082" }, { "job": 84985370993, "time": 85, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8058662929" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532", "_status": "success", "_upstream": "https://github.com/tripartio/staccuracy", "_commit": { "id": "a112bf9df372771068bac79db4bd7726f55636c4", "author": "Chitu Okoli ", "committer": "Chitu Okoli ", "message": "build: CRAN submission 0.2.2\n", "time": 1740320698 }, "_maintainer": { "name": "Chitu Okoli", "email": "chitu.okoli@skema.edu", "login": "tripartio", "description": "", "uuid": 7702487, "orcid": "0000-0001-5574-7572" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.2.0", "role": "Depends" }, { "package": "cli", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stringr", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "autogam", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "tripartio", "_selfowned": true, "_usedby": 2, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "tripartio", "count": 31, "uuid": 7702487 } ], "_userbio": { "uuid": 7702487, "type": "user", "name": "Chitu Okoli", "followers": 6 }, "_downloads": { "count": 279, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/staccuracy" }, "_devurl": "https://github.com/tripartio/staccuracy", "_pkgdown": "https://tripartio.github.io/staccuracy/", "_searchresults": 6, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/staccuracy.html", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/tripartio/staccuracy", "_realowner": "tripartio", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2024-10-03" }, { "version": "0.2.0", "date": "2024-11-06" }, { "version": "0.2.2", "date": "2025-02-23" } ], "_exports": [ "aucroc", "mad", "mae", "reg_aucroc", "rmse", "sa_diff", "sa_mae_mad", "sa_rmse_sd", "sa_wmae_mad", "sa_wrmse_sd", "staccuracy", "win_mae", "win_rmse", "winsorize" ], "_help": [ { "page": "aucroc", "title": "Area under the ROC curve", "topics": [ "aucroc" ] }, { "page": "reg-error", "title": "Regression error and deviation measures", "topics": [ "mad", "mae", "rmse" ] }, { "page": "reg_aucroc", "title": "Area under the ROC curve for regression target outcomes", "topics": [ "reg_aucroc" ] }, { "page": "sa_diff", "title": "Statistical tests for the differences between standardized accuracies (staccuracies)", "topics": [ "sa_diff" ] }, { "page": "staccuracy", "title": "Standardized accuracy (staccuracy) functions.", "topics": [ "sa_mae_mad", "sa_rmse_sd", "sa_wmae_mad", "sa_wrmse_sd", "staccuracy" ] }, { "page": "win-error", "title": "Winsorize a numeric vector", "topics": [ "winsorize", "win_mae", "win_rmse" ] } ], "_readme": "https://github.com/tripartio/staccuracy/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "dplyr", "generics", "glue", "lifecycle", "magrittr", "pillar", "pkgconfig", "purrr", "R6", "rlang", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "withr" ], "_score": 3.4771212547196626, "_indexed": true, "_nocasepkg": "staccuracy", "_universes": [ "tripartio" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.2", "date": "2026-07-03T05:42:51.000Z", "distro": "resolute", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/999c1546ed9d0f84cfc13ec49dae4cf06340114b80f13c6c453045dea1d6db88", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" }, { "r": "4.6.1", "os": "linux", "version": "0.2.2", "date": "2026-07-03T05:42:50.000Z", "distro": "resolute", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/7e225d04b6f003217d6d0930cd639bac751207d2afb905a896a181c384f37d45", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" }, { "r": "4.5.3", "os": "mac", "version": "0.2.2", "date": "2026-07-03T05:42:12.000Z", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/b1e7a247f9672c62d4595efc7f4b05cf3d304acae3679b3cdb60ce86106ea8e4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" }, { "r": "4.6.1", "os": "mac", "version": "0.2.2", "date": "2026-07-03T05:41:55.000Z", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/e7647ff5247f66978268ce0302c27d8291e18d79221bbf25119773631afe86d4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.2", "date": "2026-07-03T05:43:27.000Z", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/bc7e66279b6618f11924ebc2c603c23b506daa92b158d15e2d52992e9f9c2dea", "status": "success", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" }, { "r": "4.7.0", "os": "win", "version": "0.2.2", "date": "2026-07-03T05:41:37.000Z", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/f3372b3664dfb8ce35ced153fa0c9f64212d96f072422c37327cdf292aac871a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" }, { "r": "4.5.3", "os": "win", "version": "0.2.2", "date": "2026-07-03T05:41:52.000Z", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/8fb7eeca223005a5c3329127e154b9a2c364f2659f1664d8474b1994a4dca01d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" }, { "r": "4.6.1", "os": "win", "version": "0.2.2", "date": "2026-07-03T05:41:48.000Z", "commit": "a112bf9df372771068bac79db4bd7726f55636c4", "fileid": "https://r2.ropensci.org/d883c6fd2f2f995b018a79154836c9a6ffb14acf0dc9a7da1341ab1c502359ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tripartio/actions/runs/28640833532" } ] }