{ "_id": "6abe1e2699f7aa8c6aa5256a", "Package": "stacking", "Type": "Package", "Title": "Building Predictive Models with Stacking", "Version": "0.2.1", "Authors@R": "c(person(\"Taichi\", \"Nukui\", role = c(\"aut\", \"cph\"), email = \"nukui0430@gmail.com\"), person(\"Tomohiro\", \"Ishibashi\", role = c(\"aut\", \"cph\"), email = \"n190006@mail.ryukoku.ac.jp\"), person(\"Akio\", \"Onogi\", role = c(\"aut\", \"cre\", \"cph\"), email = \"onogiakio@gmail.com\"))", "Description": "Building predictive models with stacking which is a type\nof ensemble learning. Learners can be specified from those\nimplemented in 'caret'. For more information of the package,\nsee Nukui and Onogi (2023) .", "License": "MIT + file LICENSE", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-01 08:39:16 UTC", "User": "root" }, "Author": "Taichi Nukui [aut, cph], Tomohiro Ishibashi [aut, cph], Akio\nOnogi [aut, cre, cph]", "Maintainer": "Akio Onogi ", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://onogi.r-universe.dev", "Date/Publication": "2025-01-07 03:52:38 UTC", "RemoteUrl": "https://github.com/onogi/stacking", "RemoteRef": "HEAD", "RemoteSha": "f4a83161e0702ef5127af5c4079663557fb4d104", "_user": "onogi", "_type": "src", "_file": "stacking_0.2.1.tar.gz", "_fileid": "https://r2.ropensci.org/36719ac9e56a0baa27f0713a7877945beaeae7a75bc88e92f925e13641dc01b5", "_filesize": 128086, "_sha256": "36719ac9e56a0baa27f0713a7877945beaeae7a75bc88e92f925e13641dc01b5", "_expires": "2027-01-09T08:47:33.000Z", "_created": "2026-10-01T08:39:16.000Z", "_published": "2026-10-01T08:47:34.777Z", "_jobs": [ { "job": 110289010471, "time": 170, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "11149772944" }, { "job": 110289010532, "time": 137, "config": "linux-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "11149828104" }, { "job": 110289010624, "time": 159, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "ERROR", "artifact": "11150366161" }, { "job": 110289010501, "time": 139, "config": "macos-release-arm64", "r": "4.6.1", "check": "ERROR", "artifact": "11150297423" }, { "job": 110287822818, "time": 204, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11149378459" }, { "job": 110289010555, "time": 124, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11150067155" }, { "job": 110289010505, "time": 101, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "11150176814" }, { "job": 110289010538, "time": 112, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "ERROR", "artifact": "11149693248" }, { "job": 110289010621, "time": 133, "config": "windows-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "11150231727" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035", "_status": "success", "_upstream": "https://github.com/onogi/stacking", "_commit": { "id": "f4a83161e0702ef5127af5c4079663557fb4d104", "author": "Onogi ", "committer": "GitHub ", "message": "Update train_metamodel.Rd", "time": 1736221958 }, "_maintainer": { "name": "Akio Onogi", "email": "onogiakio@gmail.com", "login": "onogi", "description": "", "uuid": 11764076 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "caret", "role": "Depends" }, { "package": "parallel", "role": "Depends" } ], "_owner": "onogi", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 4, "_contributors": [ { "user": "ishibashit96", "count": 159, "uuid": 168622539 }, { "user": "onogi", "count": 112, "uuid": 11764076 } ], "_userbio": { "uuid": 11764076, "type": "user", "name": "Onogi", "followers": 9 }, "_downloads": { "count": 268, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/stacking" }, "_devurl": "https://github.com/onogi/stacking", "_searchresults": 4, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/readme.html", "extra/readme.md", "extra/stacking.html", "LICENSE" ], "_homeurl": "https://github.com/onogi/stacking", "_realowner": "onogi", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2023-06-11" }, { "version": "0.1.1", "date": "2023-08-28" }, { "version": "0.1.2", "date": "2023-09-01" }, { "version": "0.1.3", "date": "2024-09-11" }, { "version": "0.2.1", "date": "2025-01-17" } ], "_exports": [ "stacking_predict", "stacking_train", "train_basemodel", "train_basemodel_core", "train_metamodel" ], "_help": [ { "page": "stacking_predict", "title": "Predict for new data", "topics": [ "stacking_predict" ] }, { "page": "stacking_train", "title": "Training base and meta models", "topics": [ "stacking_train" ] }, { "page": "train_basemodel", "title": "Training base models", "topics": [ "train_basemodel" ] }, { "page": "train_basemodel_core", "title": "Internal function called by train_basemodel", "topics": [ "train_basemodel_core" ] }, { "page": "train_metamodel", "title": "Training a meta model based on base models", "topics": [ "train_metamodel" ] } ], "_readme": "https://github.com/onogi/stacking/raw/HEAD/README.md", "_rundeps": [ "caret", "class", "cli", "clock", "codetools", "cpp11", "data.table", "diagram", "digest", "dplyr", "e1071", "farver", "foreach", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gower", "gtable", "hardhat", "ipred", "isoband", "iterators", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lubridate", "magrittr", "MASS", "Matrix", "ModelMetrics", "nlme", "nnet", "numDeriv", "parallelly", "pillar", "pkgconfig", "plyr", "pROC", "prodlim", "progressr", "proxy", "purrr", "R6", "RColorBrewer", "Rcpp", "recipes", "reshape2", "rlang", "rpart", "S7", "scales", "shape", "sparsevctrs", "SQUAREM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tzdb", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 3.3010299956639813, "_indexed": true, "_nocasepkg": "stacking", "_universes": [ "onogi" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.1", "date": "2026-10-01T08:41:40.000Z", "distro": "resolute", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/d10f891ff2c4d39a6c25ef52f3b95070d8ca00757e944a38feb7e5312915e0da", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" }, { "r": "4.6.1", "os": "linux", "version": "0.2.1", "date": "2026-10-01T08:41:24.000Z", "distro": "resolute", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/d6f727d803b020961486d9b964de3c8e86ab1defddc52e8c6135baf5da07a189", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" }, { "r": "4.5.3", "os": "mac", "version": "0.2.1", "date": "2026-10-01T08:46:35.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/18bba56f9baef79b1faf4938b088a30568041363cc52d1569942534b0f99cdb3", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" }, { "r": "4.6.1", "os": "mac", "version": "0.2.1", "date": "2026-10-01T08:45:48.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/a6d30705c33e59eb0a270bbd3fb1d15c2862633f159ac61b0a8df95a32d6fd3d", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.1", "date": "2026-10-01T08:41:39.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/7727d3502ce05adf55b31045f17fcd374e0b0ab00de3eab3df911165ef32c4b2", "status": "success", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" }, { "r": "4.7.0", "os": "win", "version": "0.2.1", "date": "2026-10-01T08:40:34.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/517739330ee49458b1ff18a985be29d397315bff862f95fc3a563a83ab4b6b02", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" }, { "r": "4.5.3", "os": "win", "version": "0.2.1", "date": "2026-10-01T08:40:41.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/e84633e781d2fb6760f24956a11cfccdb31fab6818c95a9c20ee047ad36c0bca", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" }, { "r": "4.6.1", "os": "win", "version": "0.2.1", "date": "2026-10-01T08:40:52.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "https://r2.ropensci.org/1dcf3b5c48d6d966138975b76230824ecfcf47040a4391b87c873868cac4fa28", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/36837303035" } ] }