{ "_id": "6a49f76c8408e3d40c0b4376", "Package": "CompositionalRF", "Type": "Package", "Title": "Multivariate Random Forest with Compositional Responses", "Version": "1.6", "Date": "2026-02-28", "Authors@R": "c( person(\"Michail\", \"Tsagris\", role = c(\"aut\", \"cre\"), email = \"mtsagris@uoc.gr\"),\nperson(\"Christos\", \"Adam\", role = c(\"aut\"), email = \"pada4m4@gmail.com\") )", "Maintainer": "Michail Tsagris ", "Description": "Multivariate random forests with compositional responses\nand Euclidean predictors is performed. The compositional data\nare first transformed using the additive log-ratio\ntransformation, or the alpha-transformation of Tsagris, Preston\nand Wood (2011), , and then the\nmultivariate random forest of Rahman R., Otridge J. and Pal R.\n(2017), , is applied.", "License": "GPL (>= 2)", "SystemRequirements": "GNU make", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-05 06:14:35 UTC", "User": "root" }, "Author": "Michail Tsagris [aut, cre], Christos Adam [aut]", "Config/pak/sysreqs": "make", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-02-28 11:20:02 UTC", "RemoteUrl": "https://github.com/cran/CompositionalRF", "RemoteRef": "HEAD", "RemoteSha": "9483f18f3451759b7eeb790131ea9898ee5289ca", "_user": "cran", "_type": "src", "_file": "CompositionalRF_1.6.tar.gz", "_fileid": "https://r2.ropensci.org/69122afbf70647a6aa23cbd326d63a5f9d45a62cd27040b37a314cca070cf30b", "_filesize": 125718, "_sha256": "69122afbf70647a6aa23cbd326d63a5f9d45a62cd27040b37a314cca070cf30b", "_expires": "2026-10-13T06:19:22.000Z", "_created": "2026-07-05T06:14:35.000Z", "_published": "2026-07-05T06:19:24.404Z", "_jobs": [ { "job": 85198458107, "time": 196, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "8088968637" }, { "job": 85198458013, "time": 194, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8088967760" }, { "job": 85198458009, "time": 226, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8088972566" }, { "job": 85198458023, "time": 236, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8088973307" }, { "job": 85198203638, "time": 226, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8088944700" }, { "job": 85198457974, "time": 214, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8088970456" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/28731615095", "_status": "success", "_upstream": "https://github.com/cran/CompositionalRF", "_commit": { "id": "9483f18f3451759b7eeb790131ea9898ee5289ca", "author": "Michail Tsagris ", "committer": "cran-robot ", "message": "version 1.6\n", "time": 1772277602 }, "_maintainer": { "name": "Michail Tsagris", "email": "mtsagris@uoc.gr" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppParallel", "role": "LinkingTo" }, { "package": "Compositional", "role": "Imports" }, { "package": "RcppParallel", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "Rfast", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "Rfast2", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-28", "n": 1 }, { "week": "2025-36", "n": 1 }, { "week": "2026-09", "n": 1 } ], "_tags": [ { "name": "1.3", "date": "2025-07-10" }, { "name": "1.4", "date": "2025-09-07" }, { "name": "1.6", "date": "2026-02-28" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 615, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 307, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CompositionalRF" }, "_searchresults": 0, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/CompositionalRF.html", "extra/contents.json", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2024-10-02" }, { "version": "1.1", "date": "2025-05-07" }, { "version": "1.2", "date": "2025-05-29" }, { "version": "1.3", "date": "2025-07-10" }, { "version": "1.4", "date": "2025-09-07" }, { "version": "1.6", "date": "2026-02-28" } ], "_exports": [ "alfa.comp.rf", "comp.rf", "cv.alfacomprf", "cv.comprf", "mrf" ], "_help": [ { "page": "CompositionalRF-package", "title": "Multivariate Random Forests with Compositional Responses", "topics": [ "CompositionalRF-package" ] }, { "page": "alfa.comp.rf", "title": "Compositional Random Forests using the alpha-transformation", "topics": [ "alfa.comp.rf" ] }, { "page": "comp.rf", "title": "Compositional Random Forests", "topics": [ "comp.rf" ] }, { "page": "cv.alfacomprf", "title": "Cross-Validation of the Compositional Random Forests using the alpha-transformation", "topics": [ "cv.alfacomprf" ] }, { "page": "cv.comprf", "title": "Cross-Validation of the Compositional Random Forests", "topics": [ "cv.comprf" ] }, { "page": "mrf", "title": "Multivariate Random Forests", "topics": [ "mrf" ] } ], "_rundeps": [ "base64enc", "BH", "bigassertr", "bigparallelr", "bigstatsr", "bit", "bslib", "cachem", "class", "cli", "cluster", "codetools", "Compositional", "cowplot", "cpp11", "digest", "doParallel", "emplik", "evaluate", "farver", "fastmap", "ff", "flock", "fontawesome", "foreach", "fs", "ggplot2", "glmnet", "glue", "gtable", "highr", "htmltools", "htmlwidgets", "isoband", "iterators", "jquerylib", "jsonlite", "knitr", "labeling", "lattice", "lifecycle", "magrittr", "MASS", "Matrix", "MatrixModels", "mda", "memoise", "mime", "minpack.lm", "mixture", "mnormt", "nnet", "numDeriv", "osqp", "parallelly", "pillar", "pkgconfig", "ps", "quadprog", "quantreg", "R6", "rangen", "rappdirs", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "RcppGSL", "RcppParallel", "Rfast", "Rfast2", "rgl", "RhpcBLASctl", "rlang", "rmarkdown", "rmio", "Rnanoflann", "RSpectra", "S7", "sass", "scales", "shape", "sn", "SparseM", "survival", "tibble", "tinytex", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml", "zigg" ], "_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": 1.4771212547196624, "_indexed": true, "_nocasepkg": "compositionalrf", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.6", "date": "2026-07-05T06:17:44.000Z", "distro": "resolute", "arch": "aarch64", "commit": "9483f18f3451759b7eeb790131ea9898ee5289ca", "fileid": "https://r2.ropensci.org/b0150abddd658b9ee70efc47c06ab6789188958058b51cfa3e3469d290b45ac0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28731615095" }, { "r": "4.7.0", "os": "linux", "version": "1.6", "date": "2026-07-05T06:17:25.000Z", "distro": "resolute", "arch": "x86_64", "commit": "9483f18f3451759b7eeb790131ea9898ee5289ca", "fileid": "https://r2.ropensci.org/3c498c13c357581086a5730c0f8e2c4836e0caee44d9525f087b49b788c3ba01", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28731615095" }, { "r": "4.6.1", "os": "linux", "version": "1.6", "date": "2026-07-05T06:18:15.000Z", "distro": "resolute", "arch": "aarch64", "commit": "9483f18f3451759b7eeb790131ea9898ee5289ca", "fileid": "https://r2.ropensci.org/5acff73fb55f3b52042e7772b268f36c2494818918a6895358e67911e247c4f0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28731615095" }, { "r": "4.6.1", "os": "linux", "version": "1.6", "date": "2026-07-05T06:18:06.000Z", "distro": "resolute", "arch": "x86_64", "commit": "9483f18f3451759b7eeb790131ea9898ee5289ca", "fileid": "https://r2.ropensci.org/a3b57a07c55d984c81b86e17b16b5c75dcfd31c80b5e7bd4725e1bb6cfffaafc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28731615095" }, { "r": "4.6.0", "os": "wasm", "version": "1.6", "date": "2026-07-05T06:18:33.000Z", "arch": "emscripten", "commit": "9483f18f3451759b7eeb790131ea9898ee5289ca", "fileid": "https://r2.ropensci.org/30c95fc0dfc8f1fc8847c89cad31841c45d6afbf47e50a4005a216c396a4a342", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/28731615095" } ] }