{ "_id": "6a200c98b401979e73447b3b", "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": "2026-06-03 11:10:38 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", "MD5sum": "a0907e0860f1117b7284f1784aef077c", "_user": "onogi", "_type": "src", "_file": "stacking_0.2.1.tar.gz", "_fileid": "eb3c4990cab79248a870f6dd0b59cc4392da9d6e8654211d914f6243c239c727", "_filesize": 127070, "_sha256": "eb3c4990cab79248a870f6dd0b59cc4392da9d6e8654211d914f6243c239c727", "_created": "2026-06-03T11:10:38.000Z", "_published": "2026-06-03T11:14:32.646Z", "_distro": "noble", "_jobs": [ { "job": 79280545968, "time": 168, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "7382982756" }, { "job": 79280546028, "time": 165, "config": "linux-release-x86_64", "r": "4.6.0", "check": "ERROR", "artifact": "7382981731" }, { "job": 79280545934, "time": 192, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "ERROR", "artifact": "7382991120" }, { "job": 79280545939, "time": 161, "config": "macos-release-arm64", "r": "4.6.0", "check": "ERROR", "artifact": "7382979414" }, { "job": 79280085680, "time": 170, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7382922762" }, { "job": 79280545936, "time": 112, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7382961897" }, { "job": 79280545990, "time": 123, "config": "windows-devel", "r": "4.7.0", "check": "ERROR", "artifact": "7382965618" }, { "job": 79280545967, "time": 117, "config": "windows-oldrel", "r": "4.5.3", "check": "ERROR", "artifact": "7382963347" }, { "job": 79280546103, "time": 116, "config": "windows-release", "r": "4.6.0", "check": "ERROR", "artifact": "7382963165" } ], "_buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803", "_status": "success", "_host": "GitHub-Actions", "_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 }, "_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" }, "_downloads": { "count": 198, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/stacking" }, "_devurl": "https://github.com/onogi/stacking", "_searchresults": 4, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/stacking.html", "manual.pdf" ], "_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": "2026-06-03T11:12:56.000Z", "distro": "noble", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "5e3b668a01b1751a4c6f901f82156a107a65c2a8b4dfeae071c3c6dbce8d7ff5", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" }, { "r": "4.6.0", "os": "linux", "version": "0.2.1", "date": "2026-06-03T11:12:59.000Z", "distro": "noble", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "c86b8cdfd3c4dc175d81dd735265dd69a54a1a92d011d4bd9ddf080d821a8e87", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" }, { "r": "4.5.3", "os": "mac", "version": "0.2.1", "date": "2026-06-03T11:13:24.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "f6c312dd8e10ca716fc80937e59507767ae713674a5a37d072af03dba1063d43", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" }, { "r": "4.6.0", "os": "mac", "version": "0.2.1", "date": "2026-06-03T11:12:49.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "683a53995d6be0c0368d89b82cadd8381b90a6835c2d9a90fdaf4de198b54067", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.1", "date": "2026-06-03T11:12:50.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "9e42e2f076116d08a3fddf55758a3c1ebacb5fb40f6dcb9d47a73d646fd38cb7", "status": "success", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" }, { "r": "4.7.0", "os": "win", "version": "0.2.1", "date": "2026-06-03T11:12:04.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "2eecadd72b4076dba59dec19f38f27a12b14da6e99684f695c1e1f3d6445be63", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" }, { "r": "4.5.3", "os": "win", "version": "0.2.1", "date": "2026-06-03T11:11:57.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "48e491b6f48d5bcdda32c1018ba453c910bec12618de2c84b057f32b76fed105", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" }, { "r": "4.6.0", "os": "win", "version": "0.2.1", "date": "2026-06-03T11:12:05.000Z", "commit": "f4a83161e0702ef5127af5c4079663557fb4d104", "fileid": "e8b1e6b6e209d8b63895f0f9400a83a0bd7d9dc4101d74e67fc9bc3c74dbd6ff", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/onogi/actions/runs/26880799803" } ] }