{ "_id": "6a26872e794753ddbc3f252d", "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://fawda123.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 09:05:44 UTC", "User": "root" }, "Author": "Neeraj Bokde [aut],\nMarcus W. Beck [cre, aut]", "MD5sum": "6726877a047d2de49d464bfb0ecb497a", "_user": "fawda123", "_type": "src", "_file": "imputeTestbench_3.0.1.tar.gz", "_fileid": "70e62affe650307329c5dd8bb8b27cb94dffacd7d8bb1156971c51db7cf946a3", "_filesize": 110123, "_sha256": "70e62affe650307329c5dd8bb8b27cb94dffacd7d8bb1156971c51db7cf946a3", "_created": "2026-06-08T09:05:44.000Z", "_published": "2026-06-08T09:11:10.821Z", "_distro": "noble", "_jobs": [ { "job": 80058828269, "time": 265, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7475909531" }, { "job": 80058828227, "time": 260, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7475907874" }, { "job": 80058828224, "time": 114, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7475853868" }, { "job": 80058828374, "time": 100, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7475848614" }, { "job": 80058216122, "time": 206, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7475812373" }, { "job": 80058828274, "time": 157, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7475868935" }, { "job": 80058828252, "time": 122, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7475856266" }, { "job": 80058828239, "time": 106, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7475850721" }, { "job": 80058828241, "time": 108, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7475851131" } ], "_buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523", "_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": 3086881, "type": "user", "name": "Marcus W Beck", "description": "Scientist with the Tampa Bay Estuary Program" }, "_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": false, "_nocasepkg": "imputetestbench", "_universes": [ "fawda123" ], "_indexurl": "https://neerajdhanraj.r-universe.dev/imputeTestbench", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "3.0.1", "date": "2026-06-08T09:09:50.000Z", "distro": "noble", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "0101ce15d82c426229f2d395fedbcafb9594b7b3f7f948a19b3ad193222335ff", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" }, { "r": "4.6.0", "os": "linux", "version": "3.0.1", "date": "2026-06-08T09:09:47.000Z", "distro": "noble", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "2591f6c8963fc3311612dd6bc5558073b55379f10c0e397d21b355bb4d3c5e1d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" }, { "r": "4.5.3", "os": "mac", "version": "3.0.1", "date": "2026-06-08T09:07:30.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "e3cb951a930d438a8d1e1e97687399136517711ac1f3aec56d7b66fa46a37a59", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" }, { "r": "4.6.0", "os": "mac", "version": "3.0.1", "date": "2026-06-08T09:07:18.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "f19de66e96016c393e5b59a76c8bd7b51d4e86fe3826df9f0f141dcf95f37ecf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" }, { "r": "4.6.0", "os": "wasm", "version": "3.0.1", "date": "2026-06-08T09:08:38.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "67b319129f981b8609da1d785f65701dc4f6053e16c85016e8db1466f341d9fb", "status": "success", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" }, { "r": "4.7.0", "os": "win", "version": "3.0.1", "date": "2026-06-08T09:07:22.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "75063595459b3a56c97a862fe3f216c3cedcf638a490cd5893e887665c8dc412", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" }, { "r": "4.5.3", "os": "win", "version": "3.0.1", "date": "2026-06-08T09:07:09.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "88845b06f69c13b8e80f4638c8ed14573c7ef13dbda15058bceac82bd9ebeb1d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" }, { "r": "4.6.0", "os": "win", "version": "3.0.1", "date": "2026-06-08T09:07:08.000Z", "commit": "94b02aba5dc45a25ebc894d62230da1b3a7cce83", "fileid": "21356ddaadf274edb65a0550371b42a93c91d391790332130cae94e80b9b235c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fawda123/actions/runs/27127022523" } ] }