{ "_id": "6a2683e3794753ddbc3f18eb", "Package": "imputeTestbench", "Type": "Package", "Title": "Test Bench for the Comparison of Imputation Methods", "Date": "2017-06-22", "Maintainer": "Marcus W. Beck ", "Version": "3.0.1", "Description": "Provides a test bench for the comparison of missing data\nimputation methods in uni-variate time series. Imputation\nmethods are compared using different error metrics. Proposed\nimputation methods and alternative error metrics can be used.", "BugReports": "https://github.com/neerajdhanraj/imputeTestbench/issues", "License": "CC0", "Authors@R": "c(\nperson(given = \"Neeraj\", family = \"Bokde\",\nrole = c(\"aut\"),\nemail = \"neerajdhanraj@gmail.com\"\n),\nperson(given = \"Marcus W.\", family = \"Beck\",\nrole = c(\"cre\", \"aut\"),\nemail = \"mbafs2012@gmail.com\"\n)\n)", "RoxygenNote": "6.0.1", "Config/pak/sysreqs": "libicu-dev libjpeg-dev libpng-dev libxml2-dev\nlibssl-dev", "Repository": "https://neerajdhanraj.r-universe.dev", "Date/Publication": "2025-08-12 06:24:00 UTC", "RemoteUrl": "https://github.com/neerajdhanraj/imputetestbench", "RemoteRef": "HEAD", "RemoteSha": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-08 08:53:20 UTC", "User": "root" }, "Author": "Neeraj Bokde [aut],\nMarcus W. Beck [cre, aut]", "MD5sum": "0b667acdb4748d872ba6cc6ca359121e", "_user": "neerajdhanraj", "_type": "src", "_file": "imputeTestbench_3.0.1.tar.gz", "_fileid": "351e61db068bb34dc054b58f85435d58c0b5dfd3da43d133d0152bdfb9bf8db2", "_filesize": 110076, "_sha256": "351e61db068bb34dc054b58f85435d58c0b5dfd3da43d133d0152bdfb9bf8db2", "_created": "2026-06-08T08:53:20.000Z", "_published": "2026-06-08T08:57:07.245Z", "_distro": "noble", "_jobs": [ { "job": 80056655342, "time": 152, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7475600048" }, { "job": 80056655425, "time": 152, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7475600246" }, { "job": 80056655352, "time": 188, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7475603109" }, { "job": 80056655392, "time": 159, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7475592495" }, { "job": 80056039907, "time": 212, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7475543680" }, { "job": 80056655362, "time": 128, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7475591063" }, { "job": 80056655367, "time": 99, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7475580834" }, { "job": 80056655390, "time": 95, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7475579040" }, { "job": 80056655458, "time": 98, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7475580278" } ], "_buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/neerajdhanraj/imputetestbench", "_commit": { "id": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "author": "Neeraj Bokde ", "committer": "GitHub ", "message": "Update README.md", "time": 1754979840 }, "_maintainer": { "name": "Marcus W. Beck", "email": "mbafs2012@gmail.com", "login": "fawda123", "description": "Scientist with the Tampa Bay Estuary Program", "uuid": 3086881 }, "_registered": true, "_dependencies": [ { "package": "dplyr", "role": "Imports" }, { "package": "forecast", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "imputeTS", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "zoo", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "magrittr", "role": "Suggests" } ], "_owner": "neerajdhanraj", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-33", "n": 1 } ], "_tags": [], "_stars": 6, "_contributors": [ { "user": "neerajdhanraj", "count": 59, "uuid": 10669836 }, { "user": "fawda123", "count": 49, "uuid": 3086881 } ], "_userbio": { "uuid": 10669836, "type": "user", "name": "Neeraj Bokde", "description": "Lead Researcher, @tiiuae " }, "_downloads": { "count": 3469, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/imputeTestbench" }, "_devurl": "https://github.com/neerajdhanraj/imputetestbench", "_searchresults": 27, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/imputeTestbench.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/neerajdhanraj/imputetestbench", "_realowner": "neerajdhanraj", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2016-04-17" }, { "version": "1.1.0", "date": "2016-04-21" }, { "version": "1.2.0", "date": "2016-06-19" }, { "version": "2.0.2", "date": "2016-07-28" }, { "version": "3.0.0", "date": "2016-11-03" }, { "version": "3.0.1", "date": "2017-06-23" }, { "version": "3.0.2", "date": "2019-04-04" }, { "version": "3.0.3", "date": "2019-07-05" } ], "_exports": [ "impute_errors", "mae", "mape", "plot_errors", "plot_impute", "rmse", "sample_dat" ], "_help": [ { "page": "impute_errors", "title": "Function working as testbench for comparison of imputing models", "topics": [ "impute_errors" ] }, { "page": "mae", "title": "Mean Absolute Error Calculation", "topics": [ "mae" ] }, { "page": "mape", "title": "Mean Absolute Percent Error Calculation", "topics": [ "mape" ] }, { "page": "plot_errors", "title": "Function to plot the Error Comparison", "topics": [ "plot_errors", "plot_errors.errprof" ] }, { "page": "plot_impute", "title": "Plot imputations", "topics": [ "plot_impute" ] }, { "page": "print.errprof", "title": "Print method for errprof", "topics": [ "print.errprof" ] }, { "page": "rmse", "title": "Root Mean Square Error Calculation", "topics": [ "rmse" ] }, { "page": "sample_dat", "title": "Sample time series data", "topics": [ "sample_dat" ] } ], "_readme": "https://github.com/neerajdhanraj/imputetestbench/raw/HEAD/README.md", "_rundeps": [ "cli", "colorspace", "commonmark", "cpp11", "curl", "dplyr", "farver", "forecast", "fracdiff", "generics", "ggplot2", "ggtext", "glue", "gridtext", "gtable", "imputeTS", "isoband", "jpeg", "labeling", "lattice", "lifecycle", "litedown", "lmtest", "magrittr", "markdown", "nlme", "nnet", "pillar", "pkgconfig", "plyr", "png", "purrr", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "reshape2", "rlang", "S7", "scales", "stinepack", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "timeDate", "urca", "utf8", "vctrs", "viridisLite", "withr", "xfun", "xml2", "zoo" ], "_score": 4.925810573440372, "_indexed": true, "_nocasepkg": "imputetestbench", "_universes": [ "neerajdhanraj", "fawda123" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "3.0.1", "date": "2026-06-08T08:55:36.000Z", "distro": "noble", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "8a957e4b8c1a7261737bbc913a8e36953bef2ac2e45931e574f683f242a231ef", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" }, { "r": "4.6.0", "os": "linux", "version": "3.0.1", "date": "2026-06-08T08:55:36.000Z", "distro": "noble", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "14e0f37796837a15d8c1672373b9e51209a17c8d3745faad7a7e348048df5087", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" }, { "r": "4.5.3", "os": "mac", "version": "3.0.1", "date": "2026-06-08T08:55:52.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "932ba7ad1b9c309abb082658f9548a87188caec9921d4e8f1a6b1ad5ed9825e5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" }, { "r": "4.6.0", "os": "mac", "version": "3.0.1", "date": "2026-06-08T08:55:26.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "315e017eeeea1f4d3b788d8fca94ab31a6cb4689aab6f69b0e4f5df08cbad169", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" }, { "r": "4.6.0", "os": "wasm", "version": "3.0.1", "date": "2026-06-08T08:55:44.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "1f95a392f99aac7293da4bbfd435fb70f57837dba3470f851270c49727ae3695", "status": "success", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" }, { "r": "4.7.0", "os": "win", "version": "3.0.1", "date": "2026-06-08T08:54:32.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "74f747917e9fef03ece09f1f68f25c104eb5b8dc22f87e74cabdba8ed9b408f8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" }, { "r": "4.5.3", "os": "win", "version": "3.0.1", "date": "2026-06-08T08:54:33.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "5d2b8a7e7ac9269e52b95112747e0f8ab0325245634183e2ee6b222c1070009b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" }, { "r": "4.6.0", "os": "win", "version": "3.0.1", "date": "2026-06-08T08:54:34.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "687c9c2dfa80369fff294ad3b12d6a5922d141ae3b256532bb96d6f14ed11c77", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/27126390267" } ] }