{ "_id": "6a1ee4d4b401979e7341122a", "Package": "customizedTraining", "Type": "Package", "Title": "Customized Training for Lasso and Elastic-Net Regularized\nGeneralized Linear Models", "Version": "1.3", "Date": "2024-12-23", "Authors@R": "c(person(given = \"Scott\",\nfamily = \"Powers\",\nrole = c(\"aut\", \"cre\"),\nemail = \"saberpowers@gmail.com\"),\nperson(given = \"Trevor\",\nfamily = \"Hastie\",\nrole = \"aut\"),\nperson(given = \"Robert\",\nfamily = \"Tibshirani\",\nrole = \"aut\"))", "Maintainer": "Scott Powers ", "Description": "Customized training is a simple technique for transductive\nlearning, when the test covariates are known at the time of\ntraining. The method identifies a subset of the training set to\nserve as the training set for each of a few identified subsets\nin the training set. This package implements customized\ntraining for the glmnet() and cv.glmnet() functions.", "License": "GPL-2", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "Repository": "https://saberpowers.r-universe.dev", "Date/Publication": "2024-12-24 01:27:43 UTC", "RemoteUrl": "https://github.com/saberpowers/customizedtraining", "RemoteRef": "HEAD", "RemoteSha": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-20 06:07:40 UTC", "User": "root" }, "Author": "Scott Powers [aut, cre],\nTrevor Hastie [aut],\nRobert Tibshirani [aut]", "MD5sum": "83a5dcc5d776c9bf44cb8b3aaf845d23", "_user": "saberpowers", "_type": "src", "_file": "customizedTraining_1.3.tar.gz", "_fileid": "697ebba1fc69629a5b33466a0d7f9bed3cdc8ac8ef20e89b678d820fe38f05ea", "_filesize": 171876, "_sha256": "697ebba1fc69629a5b33466a0d7f9bed3cdc8ac8ef20e89b678d820fe38f05ea", "_created": "2026-05-20T06:07:40.000Z", "_published": "2026-06-02T14:12:36.383Z", "_distro": "noble", "_jobs": [ { "job": 79091109456, "time": 112, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7102514424" }, { "job": 79091109148, "time": 103, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7102512231" }, { "job": 79091109707, "time": 195, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7102524318" }, { "job": 79091109306, "time": 166, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7102517973" }, { "job": 79091107803, "time": 147, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7102487380" }, { "job": 79091108538, "time": 113, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7360175273" }, { "job": 79091109720, "time": 94, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7102509980" }, { "job": 79091109950, "time": 74, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7102505206" }, { "job": 79091109492, "time": 65, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7102503067" } ], "_buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/saberpowers/customizedtraining", "_commit": { "id": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "author": "Scott Powers ", "committer": "GitHub ", "message": "Migrate documentation to Roxygen (#1)\n\n* remove auto-generated keywords from man files\r\n\r\n* update version number\r\n\r\n* update package date\r\n\r\n* migrate documentation to roxygen\r\n\r\n* update CRAN comments\r\n\r\n* build version 1.3", "time": 1735003663 }, "_maintainer": { "name": "Scott Powers", "email": "saberpowers@gmail.com", "login": "saberpowers", "description": "", "uuid": 20248701 }, "_registered": true, "_dependencies": [ { "package": "FNN", "role": "Imports" }, { "package": "glmnet", "role": "Imports" } ], "_owner": "saberpowers", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "saberpowers", "count": 4, "uuid": 20248701 } ], "_userbio": { "uuid": 20248701, "type": "user", "name": "Scott Powers" }, "_downloads": { "count": 216, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/customizedTraining" }, "_devurl": "https://github.com/saberpowers/customizedtraining", "_searchresults": 10, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/customizedTraining.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/saberpowers/customizedtraining", "_realowner": "saberpowers", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2016-02-11" }, { "version": "1.1", "date": "2016-09-14" }, { "version": "1.2", "date": "2019-01-29" }, { "version": "1.3", "date": "2025-01-08" } ], "_exports": [ "customizedGlmnet", "cv.customizedGlmnet", "nonzero" ], "_datasets": [ { "name": "Vowel", "title": "Vowel Recognition", "object": "Vowel", "file": "Vowel.rda", "class": [ "data.frame" ], "fields": [ "y", "subset", "x.1", "x.2", "x.3", "x.4", "x.5", "x.6", "x.7", "x.8", "x.9", "x.10" ], "rows": 990, "table": true, "tojson": true } ], "_help": [ { "page": "customizedGlmnet", "title": "Fit glmnet using customized training", "topics": [ "customizedGlmnet" ] }, { "page": "cv.customizedGlmnet", "title": "Cross validation for customizedGlmnet", "topics": [ "cv.customizedGlmnet" ] }, { "page": "nonzero", "title": "Return selected variables", "topics": [ "nonzero" ] }, { "page": "nonzero.customizedGlmnet", "title": "Return selected variables from a 'customizedGlmnet' object", "topics": [ "nonzero.customizedGlmnet" ] }, { "page": "nonzero.singleton", "title": "Return selected variables from a 'singleton' object", "topics": [ "nonzero.singleton" ] }, { "page": "plot.customizedGlmnet", "title": "Visualize variables selected in each customized training subset", "topics": [ "plot.customizedGlmnet" ] }, { "page": "plot.cv.customizedGlmnet", "title": "Visualize variables selected in each customized training subset, from a cross-validated model", "topics": [ "plot.cv.customizedGlmnet" ] }, { "page": "predict.customizedGlmnet", "title": "Make predictions from a 'customizedGlmnet' object", "topics": [ "predict.customizedGlmnet" ] }, { "page": "predict.cv.customizedGlmnet", "title": "Make predictions from a 'cv.customizedGlmnet' object", "topics": [ "predict.cv.customizedGlmnet" ] }, { "page": "predict.singleton", "title": "Make predictions from a ``singleton'' object", "topics": [ "predict.singleton" ] }, { "page": "print.customizedGlmnet", "title": "Print the summary of a fitted 'customizedGlmnet' object", "topics": [ "print.customizedGlmnet" ] }, { "page": "print.cv.customizedGlmnet", "title": "Print a ``cv.customizedGlmnet'' object", "topics": [ "print.cv.customizedGlmnet" ] }, { "page": "Vowel", "title": "Vowel Recognition", "topics": [ "Vowel" ] } ], "_readme": "https://github.com/saberpowers/customizedtraining/raw/HEAD/README.md", "_rundeps": [ "codetools", "FNN", "foreach", "glmnet", "iterators", "lattice", "Matrix", "Rcpp", "RcppEigen", "shape", "survival" ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "customizedtraining", "_universes": [ "saberpowers" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3", "date": "2026-05-20T06:09:32.000Z", "distro": "noble", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "a94929a5e8b74e91a6a5d735ded5bf7056ea1beb8fbd5798a2dbd61f761cc676", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" }, { "r": "4.6.0", "os": "linux", "version": "1.3", "date": "2026-05-20T06:09:25.000Z", "distro": "noble", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "0995ad74a93915fd15bcc1b2db3a003ec78e925ae201f52ba8716f3e4fa57beb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" }, { "r": "4.5.3", "os": "mac", "version": "1.3", "date": "2026-05-20T06:10:16.000Z", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "f7b7469881f3e13c96028a3a7a43bb476782c025cb0dd4dd9e4791639389eca1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" }, { "r": "4.6.0", "os": "mac", "version": "1.3", "date": "2026-05-20T06:09:51.000Z", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "8a9cad389bdbfbb76a8f939b9b5379ba522bef739379e0bec37b8c5be4030a2e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" }, { "r": "4.7.0", "os": "win", "version": "1.3", "date": "2026-05-20T06:09:09.000Z", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "df022459faba42186b21dd40a81f6ccff56195af01dc414acfe6d9fbb0c597d6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" }, { "r": "4.5.3", "os": "win", "version": "1.3", "date": "2026-05-20T06:08:51.000Z", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "9364348025a0fa51925b4ac98d1e6a40e286711cfc9679d70134f00c575b99a7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" }, { "r": "4.6.0", "os": "win", "version": "1.3", "date": "2026-05-20T06:08:43.000Z", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "1a284181108c9dc4031e2cc502f23baee0993ad08d1f35c40c98eec1ba2d600d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" }, { "r": "4.6.0", "os": "wasm", "version": "1.3", "date": "2026-06-02T14:11:57.000Z", "commit": "edb4170a20909f4acd72d6ed33ef13b6fc6778fa", "fileid": "3774a2030624b8c02a4f31b954349b90d8e3339ebf61aaf8afa27a6f2152b87d", "status": "success", "buildurl": "https://github.com/r-universe/saberpowers/actions/runs/26144643677" } ] }