{ "_id": "6a54a1a4ff0138dec5d65e0e", "Package": "sbfc", "Type": "Package", "Title": "Selective Bayesian Forest Classifier", "Version": "1.0.3", "Date": "2022-01-15", "Author": "Viktoriya Krakovna", "Maintainer": "Viktoriya Krakovna ", "URL": "https://github.com/vkrakovna/sbfc", "BugReports": "https://github.com/vkrakovna/sbfc/issues", "Description": "An MCMC algorithm for simultaneous feature selection and\nclassification, and visualization of the selected features and\nfeature interactions. An implementation of SBFC by Krakovna, Du\nand Liu (2015), .", "License": "GPL (>= 2)", "RoxygenNote": "7.1.0", "LazyData": "true", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-13 08:18:56 UTC", "User": "root" }, "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libuv1-dev\nlibxml2-dev libx11-dev", "Repository": "https://vkrakovna.r-universe.dev", "Date/Publication": "2022-01-15 16:02:42 UTC", "RemoteUrl": "https://github.com/cran/sbfc", "RemoteRef": "HEAD", "RemoteSha": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "_user": "vkrakovna", "_type": "src", "_file": "sbfc_1.0.3.tar.gz", "_fileid": "https://r2.ropensci.org/e0d55773f41a0ec0f5017025a32d1b0b2f57b6b2a84fc1726e77a786d5f981ad", "_filesize": 896263, "_sha256": "e0d55773f41a0ec0f5017025a32d1b0b2f57b6b2a84fc1726e77a786d5f981ad", "_expires": "2026-10-21T08:28:18.000Z", "_created": "2026-07-13T08:18:56.000Z", "_published": "2026-07-13T08:28:20.491Z", "_jobs": [ { "job": 86767671221, "time": 172, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "8273110332" }, { "job": 86767671204, "time": 171, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8273109230" }, { "job": 86767671195, "time": 168, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8273109095" }, { "job": 86767671231, "time": 182, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8273113255" }, { "job": 86767671172, "time": 198, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8273108304" }, { "job": 86767671171, "time": 497, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "8273221059" }, { "job": 86767671197, "time": 201, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8273108009" }, { "job": 86767671223, "time": 312, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8273151161" }, { "job": 86766766396, "time": 280, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8273042464" }, { "job": 86767671142, "time": 140, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8273097030" }, { "job": 86767671237, "time": 142, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8273098255" }, { "job": 86767671159, "time": 180, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8273112829" }, { "job": 86767671222, "time": 134, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8273094987" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616", "_status": "success", "_upstream": "https://github.com/cran/sbfc", "_commit": { "id": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "author": "Viktoriya Krakovna ", "committer": "cran-robot ", "message": "version 1.0.3\n", "time": 1642262562 }, "_maintainer": { "name": "Viktoriya Krakovna", "email": "vkrakovna@gmail.com", "login": "vkrakovna", "description": "", "uuid": 13193139 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "DiagrammeR", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 0.12.2", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "discretization", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "vkrakovna", "count": 4, "uuid": 13193139 } ], "_userbio": { "uuid": 13193139, "type": "user", "name": "Victoria Krakovna", "followers": 65 }, "_downloads": { "count": 306, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sbfc" }, "_devurl": "https://github.com/vkrakovna/sbfc", "_searchresults": 4, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/sbfc.html", "manual.pdf" ], "_realowner": "vkrakovna", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2016-07-15" }, { "version": "1.0.1", "date": "2016-07-16" }, { "version": "1.0.2", "date": "2020-06-23" }, { "version": "1.0.3", "date": "2022-01-15" } ], "_exports": [ "data_disc", "edge_density_plot", "logposterior_plot", "sbfc", "sbfc_graph", "signal_size_plot", "signal_var_proportion" ], "_datasets": [ { "name": "corral_augmented", "title": "Augmented corral data set: synthetic data with correlated attributes augmented with noise features", "object": "corral_augmented", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "heart", "title": "Heart disease data set: disease outcomes given health attributes", "object": "heart", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "madelon", "title": "Madelon data set: synthetic data from NIPS 2003 feature selection challenge", "object": "madelon", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "sbfc-package", "title": "Selective Bayesian Forest Classifier", "topics": [ "sbfc-package" ] }, { "page": "corral_augmented", "title": "Augmented corral data set: synthetic data with correlated attributes augmented with noise features", "topics": [ "corral_augmented" ] }, { "page": "data_disc", "title": "Data set discretization and formatting", "topics": [ "data_disc" ] }, { "page": "edge_density_plot", "title": "Plots the density of edges in a given group over the MCMC iterations", "topics": [ "edge_density_plot" ] }, { "page": "heart", "title": "Heart disease data set: disease outcomes given health attributes", "topics": [ "heart" ] }, { "page": "logposterior_plot", "title": "Log posterior plot", "topics": [ "logposterior_plot" ] }, { "page": "madelon", "title": "Madelon data set: synthetic data from NIPS 2003 feature selection challenge", "topics": [ "madelon" ] }, { "page": "sbfc", "title": "Selective Bayesian Forest Classifier (SBFC) algorithm", "topics": [ "sbfc" ] }, { "page": "sbfc_graph", "title": "SBFC graph", "topics": [ "sbfc_graph" ] }, { "page": "signal_size_plot", "title": "Trace plot of Group 1 size", "topics": [ "signal_size_plot" ] }, { "page": "signal_var_proportion", "title": "Signal variable proportion", "topics": [ "signal_var_proportion" ] } ], "_rundeps": [ "base64enc", "bit", "bit64", "bslib", "cachem", "cli", "clipr", "cpp11", "crayon", "DiagrammeR", "digest", "discretization", "dplyr", "evaluate", "farver", "fastmap", "fontawesome", "fs", "generics", "glue", "highr", "hms", "htmltools", "htmlwidgets", "igraph", "jquerylib", "jsonlite", "knitr", "labeling", "lattice", "lifecycle", "magrittr", "Matrix", "memoise", "mime", "pillar", "pkgconfig", "prettyunits", "progress", "purrr", "R6", "rappdirs", "RColorBrewer", "Rcpp", "RcppArmadillo", "readr", "rlang", "rmarkdown", "rstudioapi", "sass", "scales", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "tinytex", "tzdb", "utf8", "vctrs", "viridisLite", "visNetwork", "vroom", "withr", "xfun", "yaml" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 1, "_indexed": true, "_nocasepkg": "sbfc", "_universes": [ "vkrakovna" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.3", "date": "2026-07-13T08:21:49.000Z", "distro": "resolute", "arch": "aarch64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/116551bf1441eb25ea851eee4a01d951969fc2044497adf3ffeacd0a7b696228", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.7.0", "os": "linux", "version": "1.0.3", "date": "2026-07-13T08:21:40.000Z", "distro": "resolute", "arch": "x86_64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/f4cd4d67a0a588a3e92fe9c82ce5dfd71b5d0127f45810f2f667724ef9478788", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.6.1", "os": "linux", "version": "1.0.3", "date": "2026-07-13T08:21:51.000Z", "distro": "resolute", "arch": "aarch64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/b9d33bd04511e5d304ac43360161faab61a1b994a3200033660850950f49a4ab", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.6.1", "os": "linux", "version": "1.0.3", "date": "2026-07-13T08:21:48.000Z", "distro": "resolute", "arch": "x86_64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/bcc9def2cedcdb07385bb63e3fa9e2795f24c6103cba57c4af56b998c3f07a09", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.5.3", "os": "mac", "version": "1.0.3", "date": "2026-07-13T08:21:43.000Z", "arch": "aarch64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/eedeaaeafe99b4d1cda6d95ce5a9badcc7b9a6dc3d340ac53fc6a2174e0ecd3f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.5.3", "os": "mac", "version": "1.0.3", "date": "2026-07-13T08:25:04.000Z", "arch": "x86_64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/3e86a7685b93bf88883b0cab1c0c49d84cf274bc0b18141ed2c0d1a460a7c2ba", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.6.1", "os": "mac", "version": "1.0.3", "date": "2026-07-13T08:21:29.000Z", "arch": "aarch64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/058f46a6645b657f1d584c2a2245cb892cd4ca0850a1a7b36308fd859ba9254b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.6.1", "os": "mac", "version": "1.0.3", "date": "2026-07-13T08:22:34.000Z", "arch": "x86_64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/df9cfbee0c53b7e8daa02c35c7be11386c7c816091d93d064000b2f90d2cf459", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.3", "date": "2026-07-13T08:21:42.000Z", "arch": "emscripten", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/3c4412dbaa1ad736dd432ec770046e9c018352bd71b33865fe2fe5718d40796c", "status": "success", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.7.0", "os": "win", "version": "1.0.3", "date": "2026-07-13T08:20:40.000Z", "arch": "x86_64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/7ffe769bd6d1e20812dae3e8768766bab5d1dd78c38e12e2df6a99da4303c7f3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.5.3", "os": "win", "version": "1.0.3", "date": "2026-07-13T08:21:26.000Z", "arch": "x86_64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/ab7aa905fcd4ba911c6de15093aadc37f4f3d7cafae12bcc703b51ac8cbfd42b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" }, { "r": "4.6.1", "os": "win", "version": "1.0.3", "date": "2026-07-13T08:20:33.000Z", "arch": "x86_64", "commit": "50f4f24b6f34d02778082436ef2efb44aaf7deac", "fileid": "https://r2.ropensci.org/9d2dc9287fbc534437d35c924ba5cf01eb652f20eaae84995352102942deb83e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/vkrakovna/actions/runs/29234735616" } ] }