{ "_id": "6a213b17cd65a98ecbd2807d", "Package": "classifierplots", "Title": "Generates a Visualization of Classifier Performance as a Grid of\nDiagnostic Plots", "Version": "1.4.0", "Authors@R": "c(\nperson(\"Aaron\", \"Defazio\", email = \"aaron.defazio@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Huw\", \"Campbell\", email = \"huw.campbell@ambiata.com\", role = c(\"aut\")))", "Description": "Generates a visualization of binary classifier performance\nas a grid of diagnostic plots with just one function call.\nIncludes ROC curves, prediction density, accuracy, precision,\nrecall and calibration plots, all using ggplot2 for easy\nmodification. Debug your binary classifiers faster and easier!", "License": "BSD 3-clause License + file LICENSE", "Encoding": "UTF-8", "BugReports": "https://github.com/adefazio/classifierplots/issues", "URL": "https://github.com/adefazio/classifierplots", "LazyData": "true", "RoxygenNote": "5.0.1", "Config/pak/sysreqs": "libicu-dev libpng-dev", "Repository": "https://adefazio.r-universe.dev", "Date/Publication": "2020-10-12 15:25:29 UTC", "RemoteUrl": "https://github.com/adefazio/classifierplots", "RemoteRef": "HEAD", "RemoteSha": "6d2484899ccff159049b1345a1dcb2f01264c64d", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-04 08:41:07 UTC", "User": "root" }, "Author": "Aaron Defazio [aut, cre],\nHuw Campbell [aut]", "Maintainer": "Aaron Defazio ", "MD5sum": "07783b56e9e3a0328b4a0903696117c3", "_user": "adefazio", "_type": "src", "_file": "classifierplots_1.4.0.tar.gz", "_fileid": "25e32aa9c816d511bf185da2bd174d0ec174cb24b22365bdee6eb901bc891f48", "_filesize": 684167, "_sha256": "25e32aa9c816d511bf185da2bd174d0ec174cb24b22365bdee6eb901bc891f48", "_created": "2026-06-04T08:41:07.000Z", "_published": "2026-06-04T08:45:11.613Z", "_distro": "noble", "_jobs": [ { "job": 79481949082, "time": 174, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7406970001" }, { "job": 79481949087, "time": 174, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7406969948" }, { "job": 79481949252, "time": 147, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7406954979" }, { "job": 79481949097, "time": 167, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7406958887" }, { "job": 79481383615, "time": 201, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7406907595" }, { "job": 79481949075, "time": 123, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7406952970" }, { "job": 79481949162, "time": 120, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7406951824" }, { "job": 79481949045, "time": 122, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7406952574" }, { "job": 79481949044, "time": 117, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7406950441" } ], "_buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/adefazio/classifierplots", "_commit": { "id": "6d2484899ccff159049b1345a1dcb2f01264c64d", "author": "Aaron Defazio ", "committer": "Aaron Defazio ", "message": "Updated description\n", "time": 1602516329 }, "_maintainer": { "name": "Aaron Defazio", "email": "aaron.defazio@gmail.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1", "role": "Depends" }, { "package": "ggplot2", "version": ">= 2.2", "role": "Depends" }, { "package": "data.table", "version": ">= 1.10", "role": "Depends" }, { "package": "Rcpp", "version": ">= 0.12", "role": "Imports" }, { "package": "grid", "role": "Imports" }, { "package": "ROCR", "role": "Imports" }, { "package": "caret", "role": "Imports" }, { "package": "gridExtra", "version": ">= 2.2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "png", "role": "Imports" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "adefazio", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 49, "_contributors": [ { "user": "adefazio", "count": 11, "uuid": 2559810 }, { "user": "glasnt", "count": 8, "uuid": 813732 }, { "user": "huwcampbell", "count": 2, "uuid": 5205457 }, { "user": "terrematte", "count": 1, "uuid": 450561 } ], "_userbio": { "uuid": 2559810, "type": "user", "name": "Aaron Defazio" }, "_downloads": { "count": 187, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/classifierplots" }, "_mentions": 1, "_devurl": "https://github.com/adefazio/classifierplots", "_searchresults": 19, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/classifierplots.html", "extra/contents.json", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/adefazio/classifierplots", "_realowner": "adefazio", "_cranurl": true, "_releases": [ { "version": "1.3.1", "date": "2017-01-12" }, { "version": "1.3.2", "date": "2017-01-25" }, { "version": "1.3.3", "date": "2017-04-06" }, { "version": "1.4.0", "date": "2020-10-14" } ], "_exports": [ "accuracy_plot", "calibration_plot", "classifierplots", "classifierplots_folder", "density_plot", "lift_plot", "notation_key_plot", "positives_plot", "precision_plot", "propensity_plot", "recall_plot", "roc_plot", "sigmoid" ], "_datasets": [ { "name": "example_predictions", "title": "Generated using the gen_example included in the github source", "object": "example_predictions", "class": [ "list" ], "fields": [], "table": true, "tojson": true } ], "_help": [ { "page": "accuracy_plot", "title": "accuracy_plot", "topics": [ "accuracy_plot" ] }, { "page": "calculate_auc", "title": "calculate_auc", "topics": [ "calculate_auc" ] }, { "page": "calibration_plot", "title": "calibration_plot", "topics": [ "calibration_plot" ] }, { "page": "classifierplots", "title": "The main functions you want are 'classifierplots' or 'classifierplots_folder'.", "topics": [ "classifierplots-package", "classifierplots" ] }, { "page": "classifierplots_folder", "title": "classifierplots_folder", "topics": [ "classifierplots_folder" ] }, { "page": "density_plot", "title": "density_plot", "topics": [ "density_plot" ] }, { "page": "example_predictions", "title": "Generated using the gen_example included in the github source", "topics": [ "example_predictions" ] }, { "page": "lift_plot", "title": "lift_plot", "topics": [ "lift_plot" ] }, { "page": "notation_key_plot", "title": "notation_key_plot", "topics": [ "notation_key_plot" ] }, { "page": "positives_plot", "title": "positives_plot", "topics": [ "positives_plot" ] }, { "page": "precision_plot", "title": "precision_plot", "topics": [ "precision_plot" ] }, { "page": "propensity_plot", "title": "propensity_plot", "topics": [ "propensity_plot" ] }, { "page": "recall_plot", "title": "recall_plot", "topics": [ "recall_plot" ] }, { "page": "roc_plot", "title": "roc_plot", "topics": [ "roc_plot" ] }, { "page": "sigmoid", "title": "sigmoid", "topics": [ "sigmoid" ] } ], "_readme": "https://github.com/adefazio/classifierplots/raw/HEAD/README.md", "_rundeps": [ "bitops", "caret", "caTools", "class", "cli", "clock", "codetools", "cpp11", "data.table", "diagram", "digest", "dplyr", "e1071", "farver", "foreach", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gower", "gplots", "gridExtra", "gtable", "gtools", "hardhat", "ipred", "isoband", "iterators", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lubridate", "magrittr", "MASS", "Matrix", "ModelMetrics", "nlme", "nnet", "numDeriv", "parallelly", "pillar", "pkgconfig", "plyr", "png", "pROC", "prodlim", "progressr", "proxy", "purrr", "R6", "RColorBrewer", "Rcpp", "recipes", "reshape2", "rlang", "ROCR", "rpart", "S7", "scales", "shape", "sparsevctrs", "SQUAREM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tzdb", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 5.145040940037024, "_indexed": true, "_nocasepkg": "classifierplots", "_universes": [ "adefazio" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.4.0", "date": "2026-06-04T08:43:34.000Z", "distro": "noble", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "e9f7be425fd24a1e89e344ed713cf43c33bb9e1dba5331655ccafd2da9719c73", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" }, { "r": "4.6.0", "os": "linux", "version": "1.4.0", "date": "2026-06-04T08:43:34.000Z", "distro": "noble", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "aab69f7a8e0c7a1833f49b67390e4807b87cdc6b851729233ce9bb8694e41ed3", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" }, { "r": "4.5.3", "os": "mac", "version": "1.4.0", "date": "2026-06-04T08:43:12.000Z", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "749fc95e418dff562f342e46f3e97cb73daec84a60d6ac49141a068ccfea34eb", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" }, { "r": "4.6.0", "os": "mac", "version": "1.4.0", "date": "2026-06-04T08:43:14.000Z", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "73468208ddb59746cf7b30be7cb7ee15800797e6ca79563784ad28da1ff71bd7", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" }, { "r": "4.6.0", "os": "wasm", "version": "1.4.0", "date": "2026-06-04T08:43:33.000Z", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "729e7450bf0ac094e6b5bdbcaaff619350e71fcfd80824c9b6e7cc7ad937124f", "status": "success", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" }, { "r": "4.7.0", "os": "win", "version": "1.4.0", "date": "2026-06-04T08:42:28.000Z", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "f0956264307ffbfaf1291f85a94893603a81d0a83456d0a6c5bf25ad8798f8e8", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" }, { "r": "4.5.3", "os": "win", "version": "1.4.0", "date": "2026-06-04T08:42:36.000Z", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "089c5674e6d26bef65a3131642fff25c33798930fa5457242026940f16a2ecd3", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" }, { "r": "4.6.0", "os": "win", "version": "1.4.0", "date": "2026-06-04T08:42:30.000Z", "commit": "6d2484899ccff159049b1345a1dcb2f01264c64d", "fileid": "882368774c745972377879ea59765daaffaaf29c15bbf3aac2905f89102c9a91", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/adefazio/actions/runs/26940732035" } ] }