{ "_id": "6ad1f4400edca5be25022b82", "Package": "cpi", "Type": "Package", "Title": "Conditional Predictive Impact", "Version": "0.1.5", "Date": "2024-11-05", "Authors@R": "c(person(given = \"Marvin N.\",\nfamily = \"Wright\",\nrole = c(\"aut\", \"cre\"),\nemail = \"cran@wrig.de\",\ncomment = c(ORCID = \"0000-0002-8542-6291\")),\nperson(given = \"David S.\",\nfamily = \"Watson\",\nrole = \"aut\"))", "Maintainer": "Marvin N. Wright ", "Description": "A general test for conditional independence in supervised\nlearning algorithms as proposed by Watson & Wright (2021)\n. Implements a conditional\nvariable importance measure which can be applied to any\nsupervised learning algorithm and loss function. Provides\nstatistical inference procedures without parametric assumptions\nand applies equally well to continuous and categorical\npredictors and outcomes.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "URL": "https://github.com/bips-hb/cpi, https://bips-hb.github.io/cpi/", "BugReports": "https://github.com/bips-hb/cpi/issues", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Repository": "https://bips-hb.r-universe.dev", "Date/Publication": "2024-11-25 17:07:04 UTC", "RemoteUrl": "https://github.com/bips-hb/cpi", "RemoteRef": "HEAD", "RemoteSha": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-16 09:35:39 UTC", "User": "root" }, "Author": "Marvin N. Wright [aut, cre] (ORCID:\n),\nDavid S. Watson [aut]", "_user": "bips-hb", "_type": "src", "_file": "cpi_0.1.5.tar.gz", "_fileid": "https://r2.ropensci.org/f9e8ff548d483249363d1f742519bcfa96dfbc22156b0a0c13c37f674ea0e00c", "_filesize": 124560, "_sha256": "f9e8ff548d483249363d1f742519bcfa96dfbc22156b0a0c13c37f674ea0e00c", "_expires": "2027-01-24T09:54:06.000Z", "_created": "2026-10-16T09:35:39.000Z", "_published": "2026-10-16T09:54:08.157Z", "_buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116909244742, "time": 117, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12037527631" }, { "job": 116909244715, "time": 112, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12037827337" }, { "job": 116909244886, "time": 105, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12038885662" }, { "job": 116909244872, "time": 126, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12038770601" }, { "job": 116908037601, "time": 190, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12038076252" }, { "job": 116909244838, "time": 92, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12037163670" }, { "job": 116909245015, "time": 89, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12037796741" }, { "job": 116909244877, "time": 76, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12037931574" }, { "job": 116909244741, "time": 73, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12038405120" } ], "_upstream": "https://github.com/bips-hb/cpi", "_commit": { "id": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "author": "Marvin N. Wright ", "committer": "GitHub ", "message": "Merge pull request #20 from bips-hb/bibentry\n\nDon't use personList", "time": 1732554424 }, "_maintainer": { "name": "Marvin N. Wright", "email": "cran@wrig.de", "login": "mnwright", "orcid": "0000-0002-8542-6291", "description": "", "uuid": 9598192 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "foreach", "role": "Imports" }, { "package": "mlr3", "role": "Imports" }, { "package": "lgr", "role": "Imports" }, { "package": "knockoff", "role": "Imports" }, { "package": "mlr3learners", "role": "Suggests" }, { "package": "ranger", "role": "Suggests" }, { "package": "glmnet", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "doParallel", "role": "Suggests" } ], "_owner": "bips-hb", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 12, "_contributors": [ { "user": "mnwright", "count": 84, "uuid": 9598192 }, { "user": "dswatson", "count": 12, "uuid": 14347982 } ], "_userbio": { "uuid": 34575917, "type": "organization", "name": "BIPS", "followers": 43, "description": "Leibniz Institute for Prevention Research and Epidemiology" }, "_downloads": { "count": 360, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/cpi" }, "_devurl": "https://github.com/bips-hb/cpi", "_pkgdown": "https://bips-hb.github.io/cpi/", "_searchresults": 32, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/cpi.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/bips-hb/cpi", "_realowner": "bips-hb", "_cranurl": true, "_releases": [ { "version": "0.1.4", "date": "2022-03-03" }, { "version": "0.1.5", "date": "2024-11-25" } ], "_exports": [ "cpi" ], "_help": [ { "page": "cpi", "title": "Conditional Predictive Impact (CPI).", "topics": [ "cpi" ] } ], "_readme": "https://github.com/bips-hb/cpi/raw/HEAD/README.md", "_rundeps": [ "backports", "checkmate", "cli", "codetools", "corpcor", "data.table", "digest", "evaluate", "foreach", "future", "future.apply", "glmnet", "globals", "gtools", "iterators", "knockoff", "lattice", "lgr", "listenv", "Matrix", "mirai", "mlbench", "mlr3", "mlr3measures", "mlr3misc", "nanonext", "palmerpenguins", "paradox", "parallelly", "PRROC", "R6", "Rcpp", "RcppEigen", "Rdsdp", "rlang", "RSpectra", "shape", "survival", "uuid" ], "_vignettes": [ { "source": "intro.Rmd", "filename": "intro.html", "title": "Introduction to the cpi package", "author": "Marvin N. Wright", "engine": "knitr::rmarkdown", "headings": [ "Get started", "Interface with mlr3", "Statistical testing", "Knockoff procedures", "Group CPI", "Parallelization" ], "created": "2022-02-23 15:35:29", "modified": "2022-03-02 08:13:20", "commits": 4 } ], "_score": 5.28330122870355, "_indexed": true, "_nocasepkg": "cpi", "_universes": [ "bips-hb", "mnwright" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.5", "date": "2026-10-16T09:37:36.000Z", "distro": "resolute", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/942c14065c01eb835589bccaa67412fcd4dedd5e6804f80be2cd7d28020cbed5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" }, { "r": "4.6.1", "os": "linux", "version": "0.1.5", "date": "2026-10-16T09:37:33.000Z", "distro": "resolute", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/1980b1c6410b3483d068b8a36debc7579a3be2dc8e708fe7c349eb29ffda2965", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" }, { "r": "4.5.3", "os": "mac", "version": "0.1.5", "date": "2026-10-16T09:53:23.000Z", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/9829f335c712eea66e075307dcdc2029e686d32d90af26c1d16493488702f336", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" }, { "r": "4.6.1", "os": "mac", "version": "0.1.5", "date": "2026-10-16T09:53:06.000Z", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/87cb9a70b5d91c3c2ea5a166abd5b5136e7c9e12ff0a6bbc15d2254119932890", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.5", "date": "2026-10-16T09:37:30.000Z", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/f94b5d73b23994e733699b4e20aca6516158cfc2c6d91f16c862a6a540a97e8f", "status": "success", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" }, { "r": "4.7.0", "os": "win", "version": "0.1.5", "date": "2026-10-16T09:36:58.000Z", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/47cb550b7f38959cf42d9efef55ae5d96c484515d7b1a2759491b5a20146c36c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" }, { "r": "4.5.3", "os": "win", "version": "0.1.5", "date": "2026-10-16T09:36:48.000Z", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/5e322ca66f1b2943a4a7114a56f5e8da9ecc7543ed2783ce3b6d03e1fb1dfe46", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" }, { "r": "4.6.1", "os": "win", "version": "0.1.5", "date": "2026-10-16T09:36:44.000Z", "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374", "fileid": "https://r2.ropensci.org/c0d622776301f9013a88cdd911b7958cbb01331ed61961be892cef214584746f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/38881146036" } ] }