{ "_id": "6a11446bacfb0bcc41ce73a9", "Package": "C443", "Type": "Package", "Title": "See a Forest for the Trees", "Version": "3.4.0", "LazyData": "true", "Encoding": "UTF-8", "Date": "2023-06-21", "Authors@R": "c(person(\"Aniek\",\"Sies\",role=c(\"aut\",\"cre\"),email=\"aniek.sies@kuleuven.be\"), person(\"Kristof\", \"Meers\", role= c(\"ctb\")), person(\"Iven\",\"Van Mechelen\",role=\"ths\"))", "Description": "Get insight into a forest of classification trees, by\ncalculating similarities between the trees, and subsequently\nclustering them. Each cluster is represented by it's most\ncentral cluster member. The package implements the methodology\ndescribed in Sies & Van Mechelen (2020)\n.", "URL": "https://github.com/KULeuven-PPW-OKPIV/C443", "BugReports": "https://github.com/KULeuven-PPW-OKPIV/C443/issues", "License": "GPL (>= 2)", "RoxygenNote": "7.2.3", "Config/pak/sysreqs": "libglpk-dev libxml2-dev", "Repository": "https://kuleuven-ppw-okpiv.r-universe.dev", "Date/Publication": "2023-06-21 09:11:16 UTC", "RemoteUrl": "https://github.com/kuleuven-ppw-okpiv/c443", "RemoteRef": "HEAD", "RemoteSha": "acb9b60d42c560675110c9c6689e636db45e20f1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-23 06:05:09 UTC", "User": "root" }, "Author": "Aniek Sies [aut, cre],\nKristof Meers [ctb],\nIven Van Mechelen [ths]", "Maintainer": "Aniek Sies ", "MD5sum": "7f6e4f902c45939de6b7e9a1694cf978", "_user": "kuleuven-ppw-okpiv", "_type": "src", "_file": "C443_3.4.0.tar.gz", "_fileid": "316b2c6fdaf1c09ef479ca4cb1a5a53be969b774e05582cf259a69a5116da15f", "_filesize": 189955, "_sha256": "316b2c6fdaf1c09ef479ca4cb1a5a53be969b774e05582cf259a69a5116da15f", "_created": "2026-05-23T06:05:09.000Z", "_published": "2026-05-23T06:08:43.931Z", "_distro": "noble", "_jobs": [ { "job": 77501915009, "time": 156, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7174798388" }, { "job": 77501915006, "time": 164, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7174799450" }, { "job": 77501915012, "time": 180, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7174797735" }, { "job": 77501915000, "time": 171, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7174796654" }, { "job": 77501754481, "time": 165, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7174780054" }, { "job": 77501914996, "time": 114, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7174793106" }, { "job": 77501915013, "time": 98, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7174791645" }, { "job": 77501915018, "time": 120, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7174794227" }, { "job": 77501915010, "time": 99, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7174791695" } ], "_buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/kuleuven-ppw-okpiv/c443", "_commit": { "id": "acb9b60d42c560675110c9c6689e636db45e20f1", "author": "Aniek91 ", "committer": "Aniek91 ", "message": "description file\n", "time": 1687338676 }, "_maintainer": { "name": "Aniek Sies", "email": "aniek.sies@kuleuven.be" }, "_registered": true, "_dependencies": [ { "package": "MASS", "role": "Imports" }, { "package": "partykit", "role": "Imports" }, { "package": "rpart", "role": "Imports" }, { "package": "RColorBrewer", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "gridExtra", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "cluster", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "igraph", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "plyr", "role": "Imports" }, { "package": "ranger", "role": "Imports" }, { "package": "randomForest", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "doParallel", "role": "Imports" } ], "_owner": "kuleuven-ppw-okpiv", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "aniek91", "count": 18, "uuid": 116748890 }, { "user": "kmeers-kuleuven", "count": 7, "uuid": 104568603 } ], "_userbio": { "uuid": 107426422, "type": "organization", "name": "KULeuven-PPW-OKPIV" }, "_downloads": { "count": 292, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/C443" }, "_devurl": "https://github.com/kuleuven-ppw-okpiv/c443", "_searchresults": 5, "_rbuild": "4.6.0", "_assets": [ "extra/C443.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_homeurl": "https://github.com/kuleuven-ppw-okpiv/c443", "_realowner": "kuleuven-ppw-okpiv", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2018-04-20" }, { "version": "2.0.0", "date": "2020-04-25" }, { "version": "3.0.0", "date": "2020-06-07" }, { "version": "3.1.0", "date": "2021-02-06" }, { "version": "3.2.0", "date": "2021-05-30" }, { "version": "3.2.1", "date": "2021-06-27" }, { "version": "3.2.2", "date": "2021-10-22" }, { "version": "3.2.3", "date": "2022-03-05" }, { "version": "3.3", "date": "2022-11-20" }, { "version": "3.3.1", "date": "2023-01-15" }, { "version": "3.4.0", "date": "2023-06-21" } ], "_exports": [ "clusterforest", "clusters", "medoidtrees", "treesimilarities", "treesource" ], "_datasets": [ { "name": "drugs", "title": "Drug consumption data set", "object": "drugs", "class": [ "data.frame" ], "fields": [ "ID", "Age", "Gender", "Edu", "Country", "Ethn", "Neuro", "Extr", "Open", "Agree", "Consc", "Impul", "Sensat", "Alc", "Amphet", "Amyl", "Benzos", "Caff", "Can", "Choco", "Coke", "Crack", "Ecst", "Her", "Ket", "Leghighs", "LSD", "Meth", "Mush", "Nico", "Semeron", "VSA" ], "rows": 1885, "table": true, "tojson": true } ], "_help": [ { "page": "clusterforest", "title": "Clustering the classification trees in a forest based on similarities", "topics": [ "clusterforest" ] }, { "page": "clusters", "title": "Get the cluster assignments for a solution of a clusterforest object", "topics": [ "clusters" ] }, { "page": "clusters.clusterforest", "title": "Get the cluster assignments for a solution of a clusterforest object", "topics": [ "clusters.clusterforest" ] }, { "page": "clusters.default", "title": "Get the cluster assignments for a solution of a clusterforest object", "topics": [ "clusters.default" ] }, { "page": "drugs", "title": "Drug consumption data set", "topics": [ "drugs" ] }, { "page": "medoidtrees", "title": "Get the medoid trees for a solution of a clusterforest object", "topics": [ "medoidtrees" ] }, { "page": "medoidtrees.clusterforest", "title": "Get the medoid trees for a solution of a clusterforest object", "topics": [ "medoidtrees.clusterforest" ] }, { "page": "medoidtrees.default", "title": "Get the medoid trees for a solution of a clusterforest object", "topics": [ "medoidtrees.default" ] }, { "page": "plot.clusterforest", "title": "Plot a clusterforest object", "topics": [ "plot.clusterforest" ] }, { "page": "print.clusterforest", "title": "Print a clusterforest object", "topics": [ "print.clusterforest" ] }, { "page": "summary.clusterforest", "title": "Summarize a clusterforest object", "topics": [ "summary.clusterforest" ] }, { "page": "treesimilarities", "title": "Get the similarity matrix that wast used to create a clusterforest object", "topics": [ "treesimilarities" ] }, { "page": "treesimilarities.clusterforest", "title": "Get the similarity matrix that wast used to create a clusterforest object", "topics": [ "treesimilarities.clusterforest" ] }, { "page": "treesimilarities.default", "title": "Get the similarity matrix that wast used to create a clusterforest object", "topics": [ "treesimilarities.default" ] }, { "page": "treesource", "title": "Mapping the tree clustering solution to a known source of variation underlying the forest", "topics": [ "treesource" ] }, { "page": "treesource.clusterforest", "title": "Mapping the tree clustering solution to a known source of variation underlying the forest", "topics": [ "treesource.clusterforest" ] }, { "page": "treesource.default", "title": "Mapping the tree clustering solution to a known source of variation underlying the forest", "topics": [ "treesource.default" ] } ], "_rundeps": [ "cli", "cluster", "codetools", "cpp11", "doParallel", "farver", "foreach", "Formula", "ggplot2", "glue", "gridExtra", "gtable", "igraph", "inum", "isoband", "iterators", "labeling", "lattice", "libcoin", "lifecycle", "magrittr", "MASS", "Matrix", "mvtnorm", "partykit", "pkgconfig", "plyr", "R6", "randomForest", "ranger", "RColorBrewer", "Rcpp", "RcppEigen", "rlang", "rpart", "S7", "scales", "survival", "vctrs", "viridisLite", "withr" ], "_score": 2, "_indexed": true, "_nocasepkg": "c443", "_universes": [ "kuleuven-ppw-okpiv" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "3.4.0", "date": "2026-05-23T06:07:14.000Z", "distro": "noble", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "70a6b50b09967c9c156913bb2e94f3142ae0944a18918a3dd2ab2dd497d43c6a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" }, { "r": "4.6.0", "os": "linux", "version": "3.4.0", "date": "2026-05-23T06:07:26.000Z", "distro": "noble", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "d5f45b24f35098bcb6379c39efeb39895a63aab8729653689b7eff24a71ecb92", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" }, { "r": "4.5.3", "os": "mac", "version": "3.4.0", "date": "2026-05-23T06:07:30.000Z", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "494e36a985c44a1ce658037d03e95305db5685a2a5b0a9569fec38d595e87497", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" }, { "r": "4.6.0", "os": "mac", "version": "3.4.0", "date": "2026-05-23T06:07:11.000Z", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "8974affdbc9805e932f03151d5f6e4f49d340cd6f3434a07057c910a4e2a0b6e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" }, { "r": "4.6.0", "os": "wasm", "version": "3.4.0", "date": "2026-05-23T06:07:17.000Z", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "c885cb954f5f94af2baec44fe9596e917b58bf52e7769e9d473c0023a22924c5", "status": "success", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" }, { "r": "4.7.0", "os": "win", "version": "3.4.0", "date": "2026-05-23T06:06:18.000Z", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "adb9ebae4a3f8b149a711758f13211517eba187ab761f9427122625eb91ea5c7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" }, { "r": "4.5.3", "os": "win", "version": "3.4.0", "date": "2026-05-23T06:06:38.000Z", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "3898f49377d4dfa0c04efb5fea4f88f1321b547970db7111610f8864cf9ebfc4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" }, { "r": "4.6.0", "os": "win", "version": "3.4.0", "date": "2026-05-23T06:06:16.000Z", "commit": "acb9b60d42c560675110c9c6689e636db45e20f1", "fileid": "8d06addc37bee2b6fd682960927c7826f7c84f9b9db4ae31b54d8b35aa6a40fc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kuleuven-ppw-okpiv/actions/runs/26325277104" } ] }