{ "_id": "6a229e8acd65a98ecbd580e8", "Package": "BESTree", "Type": "Package", "Title": "Branch-Exclusive Splits Trees", "Version": "0.5.2", "Authors@R": "person(\"Beaulac\", \"Cedric\", email = \"cedric@utstat.toronto.edu\",\nrole = c(\"aut\", \"cre\"))", "Description": "Decision tree algorithm with a major feature added. Allows\nfor users to define an ordering on the partitioning process.\nResulting in Branch-Exclusive Splits Trees (BEST). Cedric\nBeaulac and Jeffrey S. Rosentahl (2019) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "6.1.1", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-05 09:59:00 UTC", "User": "root" }, "Author": "Beaulac Cedric [aut, cre]", "Maintainer": "Beaulac Cedric ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2019-08-09 10:00:02 UTC", "RemoteUrl": "https://github.com/cran/BESTree", "RemoteRef": "HEAD", "RemoteSha": "ef745d9331a1e6aedf26a59c41c956bbe205919e", "MD5sum": "d1d5368bad17cc4ce4b2fcf1a092ba56", "_user": "cran", "_type": "src", "_file": "BESTree_0.5.2.tar.gz", "_fileid": "c86d4ae6173a14b74f0938596c6bada4e0b756ed6cf9225b17c67afd31e7e6ae", "_filesize": 247515, "_sha256": "c86d4ae6173a14b74f0938596c6bada4e0b756ed6cf9225b17c67afd31e7e6ae", "_created": "2026-06-05T09:59:00.000Z", "_published": "2026-06-05T10:01:46.565Z", "_distro": "noble", "_jobs": [ { "job": 79705630193, "time": 129, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7433928864" }, { "job": 79705630194, "time": 120, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7433926688" }, { "job": 79705189694, "time": 180, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7433890195" }, { "job": 79705630212, "time": 110, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7433923031" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/27008240599", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/BESTree", "_commit": { "id": "ef745d9331a1e6aedf26a59c41c956bbe205919e", "author": "Beaulac Cedric ", "committer": "cran-robot ", "message": "version 0.5.2\n", "time": 1565344802 }, "_maintainer": { "name": "Beaulac Cedric", "email": "cedric@utstat.toronto.edu" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "plyr", "role": "Imports" }, { "package": "compiler", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 148, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BESTree" }, "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/BESTree.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.5.2", "date": "2019-08-09" } ], "_exports": [ "Acc", "BaggedBEST", "BEST", "BESTForest", "ForgeVA", "FPredict", "MPredict", "Predict", "TreePruning", "VI" ], "_datasets": [ { "name": "Data", "title": "Data generated according to decision tree for simulation purposes", "object": "Data", "class": [ "matrix", "array" ], "fields": [ "X1", "X2", "X3", "X4", "Y" ], "rows": 10000, "table": true, "tojson": true }, { "name": "Fit", "title": "Data generated according to decision tree for simulation purposes", "object": "Fit", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "Acc", "title": "Computes the proportion of matching terms in two vectors of the same length. Used to compute the accuracy for prediction on test set.", "topics": [ "Acc" ] }, { "page": "BaggedBEST", "title": "Performs Bootstrap Aggregating of BEST trees", "topics": [ "BaggedBEST" ] }, { "page": "BEST", "title": "Main function of the package. It produces Classification Trees with Branch-Exclusive variables.", "topics": [ "BEST" ] }, { "page": "BESTForest", "title": "Generates a random forest of BEST trees", "topics": [ "BESTForest" ] }, { "page": "Data", "title": "Data generated according to decision tree for simulation purposes", "topics": [ "Data" ] }, { "page": "Fit", "title": "Data generated according to decision tree for simulation purposes", "topics": [ "Fit" ] }, { "page": "ForgeVA", "title": "Quickly build the Available Variable list necessary for BEST This list contains details as to which variables is available for the partitioning. It also contains which variables are gating variables.", "topics": [ "ForgeVA" ] }, { "page": "FPredict", "title": "Emits prediction from a forest of BEST's", "topics": [ "FPredict" ] }, { "page": "MPredict", "title": "Classify a set of new observation points", "topics": [ "MPredict" ] }, { "page": "Predict", "title": "Classify a new observation point", "topics": [ "Predict" ] }, { "page": "TreePruning", "title": "Uses a Validation Set to select the best trees within the list of pruned trees.", "topics": [ "TreePruning" ] }, { "page": "VI", "title": "Produces a variable important analysis using the mean decrease in node impurity", "topics": [ "VI" ] } ], "_rundeps": [ "plyr", "Rcpp" ], "_vignettes": [ { "source": "my-vignette.Rmd", "filename": "my-vignette.html", "title": "How to use BEST ?", "author": "Cedric Beaulac", "engine": "knitr::rmarkdown", "headings": [ "How to use BEST ?" ], "created": "2019-08-09 10:00:02", "modified": "2019-08-09 10:00:02", "commits": 1 } ], "_score": 2, "_indexed": true, "_nocasepkg": "bestree", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.5.2", "date": "2026-06-05T10:01:00.000Z", "distro": "noble", "commit": "ef745d9331a1e6aedf26a59c41c956bbe205919e", "fileid": "041978e1271d9596a452c632b18809e4d6aadee750b665110c751527269dd4ba", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/27008240599" }, { "r": "4.6.0", "os": "linux", "version": "0.5.2", "date": "2026-06-05T10:00:54.000Z", "distro": "noble", "commit": "ef745d9331a1e6aedf26a59c41c956bbe205919e", "fileid": "f945113e108e2585fee8f028235cf4d1b9c7630823f766bb2de88bc3d6fbf906", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/27008240599" }, { "r": "4.6.0", "os": "wasm", "version": "0.5.2", "date": "2026-06-05T10:01:04.000Z", "commit": "ef745d9331a1e6aedf26a59c41c956bbe205919e", "fileid": "ce6df87167d78a42c3a2da0efd03ec2e41cbbea0c8e959f13b92fd1b962a9afb", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/27008240599" } ] }