{ "_id": "6a1ead62b25058d4daada1d7", "Package": "etree", "Title": "Classification and Regression with Structured and Mixed-Type\nData", "Version": "0.1.0", "Authors@R": "c(\nperson(\"Riccardo\",\n\"Giubilei\",\nrole = c(\"aut\", \"cre\"),\nemail = \"riccardogbl@gmail.com\",\ncomment = c(ORCID = \"0000-0002-1674-4886\")),\nperson(\"Tullia\",\n\"Padellini\",\nrole = \"aut\",\nemail = \"tullia.padellini@bancaditalia.it\"),\nperson(\"Pierpaolo\",\n\"Brutti\",\nrole = \"aut\",\nemail = \"pierpaolo.brutti@uniroma1.it\",\ncomment = c(ORCID = \"\")),\nperson(\"Marco\",\n\"Brandi\",\nrole = \"ctb\",\nemail = \"marco.brandi@uniroma1.it\"),\nperson(\"Gabriel\",\n\"Nespoli\",\nrole = \"ctb\",\nemail = \"gnmesquita1@gmail.com\"),\nperson(\"Torsten\",\n\"Hothorn\",\nrole = \"ctb\",\nemail = \"Torsten.Hothorn@R-project.org\",\ncomment = c(ORCID = \"0000-0001-8301-0471\", \"(partykit author)\")),\nperson(\"Achim\",\n\"Zeileis\",\nrole = \"ctb\",\nemail = \"Achim.Zeileis@R-project.org\",\ncomment = c(ORCID = \"0000-0003-0918-3766\", \"(partykit author)\"))\n)", "Description": "Implementation of Energy Trees, a statistical model to\nperform classification and regression with structured and\nmixed-type data. The model has a similar structure to\nConditional Trees, but brings in Energy Statistics to test\nindependence between variables that are possibly structured and\nof different nature. Currently, the package covers functions\nand graphs as structured covariates. It builds upon 'partykit'\nto provide functionalities for fitting, printing, plotting, and\npredicting with Energy Trees. Energy Trees are described in\nGiubilei et al. (2022) .", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.2.0", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "URL": "https://github.com/ricgbl/etree", "BugReports": "https://github.com/ricgbl/etree/issues", "Config/pak/sysreqs": "libglpk-dev libgmp3-dev make libgsl0-dev\nlibxml2-dev", "Repository": "https://ricgbl.r-universe.dev", "Date/Publication": "2022-07-15 09:48:40 UTC", "RemoteUrl": "https://github.com/ricgbl/etree", "RemoteRef": "HEAD", "RemoteSha": "190143c70815145e1b7b7cb7167158569facc04b", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-02 10:10:34 UTC", "User": "root" }, "Author": "Riccardo Giubilei [aut, cre] (ORCID:\n),\nTullia Padellini [aut],\nPierpaolo Brutti [aut],\nMarco Brandi [ctb],\nGabriel Nespoli [ctb],\nTorsten Hothorn [ctb] (ORCID: ,\n(partykit author)),\nAchim Zeileis [ctb] (ORCID: ,\n(partykit author))", "Maintainer": "Riccardo Giubilei ", "MD5sum": "ff47fd905fbce5af393b650ed77b919b", "_user": "ricgbl", "_type": "src", "_file": "etree_0.1.0.tar.gz", "_fileid": "799156c3f6cd48664fbaede83cb0840a65d277302f0370ce1f8a9734e140d18b", "_filesize": 4580078, "_sha256": "799156c3f6cd48664fbaede83cb0840a65d277302f0370ce1f8a9734e140d18b", "_created": "2026-06-02T10:10:34.000Z", "_published": "2026-06-02T10:16:02.217Z", "_distro": "noble", "_jobs": [ { "job": 79047864586, "time": 258, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7354954396" }, { "job": 79047864510, "time": 270, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7354958315" }, { "job": 79047864604, "time": 273, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7354947309" }, { "job": 79047864659, "time": 283, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7354951025" }, { "job": 79047050467, "time": 293, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7354868758" }, { "job": 79047864553, "time": 153, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7354920080" }, { "job": 79047864619, "time": 207, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7354937843" }, { "job": 79047864482, "time": 202, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7354936289" }, { "job": 79047864476, "time": 275, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7354960974" } ], "_buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/ricgbl/etree", "_commit": { "id": "190143c70815145e1b7b7cb7167158569facc04b", "author": "Riccardo Giubilei ", "committer": "Riccardo Giubilei ", "message": "update documentation\n", "time": 1657878520 }, "_maintainer": { "name": "Riccardo Giubilei", "email": "riccardogbl@gmail.com", "login": "ricgbl", "description": "", "uuid": 104213817, "orcid": "0000-0002-1674-4886" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.7.0", "role": "Depends" }, { "package": "brainGraph", "role": "Imports" }, { "package": "cluster", "role": "Imports" }, { "package": "energy", "role": "Imports" }, { "package": "fda.usc", "version": ">= 2.0.0", "role": "Imports" }, { "package": "igraph", "role": "Imports" }, { "package": "NetworkDistance", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "partykit", "role": "Imports" }, { "package": "survival", "role": "Imports" }, { "package": "TDA", "role": "Imports" }, { "package": "usedist", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "MLmetrics", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "ricgbl", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 3, "_contributors": [ { "user": "ricgbl", "count": 24, "uuid": 104213817 } ], "_userbio": { "uuid": 104213817, "type": "user", "name": "ricgbl" }, "_downloads": { "count": 180, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/etree" }, "_devurl": "https://github.com/ricgbl/etree", "_searchresults": 11, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/etree.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/ricgbl/etree", "_realowner": "ricgbl", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2022-07-16" } ], "_exports": [ "depth", "dist_comp", "eforest", "etree", "nodeapply", "nodeids", "width" ], "_datasets": [ { "name": "data_cls", "title": "Classification toy dataset", "object": "data_cls", "class": [ "list" ], "fields": [], "table": false, "tojson": false }, { "name": "data_reg", "title": "Regression toy dataset", "object": "data_reg", "class": [ "list" ], "fields": [], "table": false, "tojson": false } ], "_help": [ { "page": "etree-package", "title": "etree: Classification and Regression With Structured and Mixed-Type Data", "topics": [ "etree-package" ] }, { "page": "data_cls", "title": "Classification toy dataset", "topics": [ "data_cls" ] }, { "page": "data_reg", "title": "Regression toy dataset", "topics": [ "data_reg" ] }, { "page": "dist_comp", "title": "Distances", "topics": [ "dist_comp" ] }, { "page": "eforest", "title": "Energy Forests", "topics": [ "eforest" ] }, { "page": "etree", "title": "Energy Tree", "topics": [ "etree" ] }, { "page": "etree-methods", "title": "Methods for \"etree\" objects", "topics": [ "\"[.etree\"", "\"[[.etree\"", "depth.etree", "depth.party", "etree-methods", "length.etree", "length.party", "print.etree", "width.etree", "width.party", "[.etree", "[[.etree" ] }, { "page": "etree-size", "title": "Size of Energy Trees", "topics": [ "depth", "etree-size", "width" ] }, { "page": "nodeapply", "title": "Apply functions over nodes", "topics": [ "nodeapply", "nodeapply.etree", "nodeapply.party", "nodeapply.partynode" ] }, { "page": "nodeids", "title": "Extract node identifiers.", "topics": [ "nodeids", "nodeids.etree", "nodeids.party", "nodeids.partynode" ] }, { "page": "plot.etree", "title": "Visualization of Energy Trees", "topics": [ "plot.etree" ] }, { "page": "predict.eforest", "title": "Predictions for Energy Forests", "topics": [ "predict.eforest" ] }, { "page": "predict.etree", "title": "Predictions for Energy Trees", "topics": [ "predict.etree" ] } ], "_readme": "https://github.com/ricgbl/etree/raw/HEAD/README.md", "_rundeps": [ "abind", "ash", "BH", "bitops", "boot", "brainGraph", "cli", "cluster", "coda", "codetools", "colorspace", "cpp11", "data.table", "deSolve", "doParallel", "energy", "evaluate", "farver", "fda", "fda.usc", "fds", "FNN", "foreach", "Formula", "ggplot2", "glue", "graphon", "gsl", "gtable", "hdrcde", "highr", "igraph", "inum", "isoband", "iterators", "kernlab", "KernSmooth", "knitr", "ks", "kSamples", "labeling", "lattice", "libcoin", "lifecycle", "locfit", "magrittr", "MASS", "Matrix", "mclust", "mgcv", "multicool", "mvtnorm", "network", "NetworkDistance", "nlme", "partykit", "pcaPP", "permute", "pillar", "pkgconfig", "pracma", "R6", "rainbow", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "RCurl", "Rdpack", "rlang", "ROptSpace", "rpart", "RSpectra", "S7", "scales", "statnet.common", "SuppDists", "survival", "TDA", "tibble", "usedist", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml" ], "_vignettes": [ { "source": "etree-vignette-eforest.Rmd", "filename": "etree-vignette-eforest.html", "title": "eforest(): Random Forests With Energy Trees as Base Learners", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Data generation", "Function eforest()", "Regression", "Classification", "References" ], "created": "2022-07-04 15:55:43", "modified": "2022-07-12 13:03:59", "commits": 3 }, { "source": "etree-vignette.Rmd", "filename": "etree-vignette.html", "title": "etree: Classification and Regression With Structured and Mixed-Type Data", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Data generation", "Regression", "Quick fit", "Changing parameters", "Print and other utilities", "Predict", "Classification", "References" ], "created": "2022-04-22 15:08:21", "modified": "2022-07-12 13:03:59", "commits": 4 } ], "_score": 4.518513939877888, "_indexed": true, "_nocasepkg": "etree", "_universes": [ "ricgbl" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-02T10:13:29.000Z", "distro": "noble", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "8aff36a8ee9f1b87768078cd71c46745aa00a30ec6b4451b95839bb1723926ad", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-02T10:13:48.000Z", "distro": "noble", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "a48077000ef86af1b6494c9c59c44b8590e62a7b738a5f09c6974157937dfada", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-06-02T10:13:32.000Z", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "beb2b82083ee06b29ed35f4824f4e824db8bdcd6bb4bbebf5c48592e2a7d8ca5", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-06-02T10:13:25.000Z", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "e381a8a80d201843481b3be53cb50fdea5e0277c79b1a729e1d853ebb1585a9c", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-02T10:13:26.000Z", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "255cdfa30b6d4058f73cf900a7a12847bc4f6c70fd491b0264bfe57826822949", "status": "success", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-06-02T10:12:31.000Z", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "1a9e2881ae3da7ab71d0c1562d12b5a8f2ab3cbd73e43cfda5f75886b54c763a", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-06-02T10:12:24.000Z", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "f0b675ddbf1154db4aabca82ab9419573a5fe9d06ee658f0e2e18095652c8c08", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-06-02T10:13:37.000Z", "commit": "190143c70815145e1b7b7cb7167158569facc04b", "fileid": "85f2d89885a40c42b563dc09f3ade51e0a321032381ba1007bfc9d082b39e113", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/ricgbl/actions/runs/26812830106" } ] }