{ "_id": "6ad1cbfcd3c80a766859bf62", "Package": "carsAlgo", "Title": "Competitive Adaptive Reweighted Sampling (CARS) Algorithm", "Version": "0.5.0", "Authors@R": "c(\nperson(\"Md. Ashraful\", \"Haque\", email = \"ashrafulhaque664@gmail.com\" , role = c(\"aut\", \"cre\")),\nperson(\"Avijit\", \"Ghosh\", email = \"avijitghosh19892@gmail.com\" , role = \"aut\"),\nperson(\"Sayantani\", \"Karmakar\", email = \"sayantanikarmakar20@gmail.com\" , role = \"aut\"),\nperson(\"Harsh\", \"Sachan\", email = \"harsh1635095@gmail.com\" , role = \"aut\"),\nperson(\"Shalini\", \"Kumari\", email = \"shalinik554@gmail.com\" , role = \"aut\")\n)", "Maintainer": "Md. Ashraful Haque ", "Description": "Implements Competitive Adaptive Reweighted Sampling (CARS)\nalgorithm for variable selection from high-dimensional dataset\nusing Partial Least Squares (PLS) regression models. CARS\nalgorithm iteratively applies the Monte Carlo sub-sampling and\nexponential variable elimination techniques to identify/select\nthe most informative variables/features subjected to minimal\ncross-validated RMSE score. The implementation of CARS\nalgorithm is inspired from the work of Li et al. (2009)\n. This algorithm is widely\napplied in near-infrared (NIR), mid-infrared (MIR),\nhyperspectral chemometrics areas, etc.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "URL": "https://github.com/mah-iasri/carsAlgo", "BugReports": "https://github.com/mah-iasri/carsAlgo/issues", "Repository": "https://mah-iasri.r-universe.dev", "Date/Publication": "2026-04-19 15:21:19 UTC", "RemoteUrl": "https://github.com/mah-iasri/carsalgo", "RemoteRef": "HEAD", "RemoteSha": "444f48637956d22ca12d858b869dafc4e6727258", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-16 06:41:28 UTC", "User": "root" }, "Author": "Md. Ashraful Haque [aut, cre],\nAvijit Ghosh [aut],\nSayantani Karmakar [aut],\nHarsh Sachan [aut],\nShalini Kumari [aut]", "_user": "mah-iasri", "_type": "src", "_file": "carsAlgo_0.5.0.tar.gz", "_fileid": "https://r2.ropensci.org/a3e5e62e0185146a3f969def4e9a91521787d9f71b06f2f7c27edb8513431efa", "_filesize": 99529, "_sha256": "a3e5e62e0185146a3f969def4e9a91521787d9f71b06f2f7c27edb8513431efa", "_expires": "2027-01-24T07:02:19.000Z", "_created": "2026-10-16T06:41:28.000Z", "_published": "2026-10-16T07:02:20.611Z", "_buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116848278238, "time": 99, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12030430910" }, { "job": 116848278278, "time": 97, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12029947490" }, { "job": 116848278270, "time": 182, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12030158804" }, { "job": 116848278376, "time": 174, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12030033703" }, { "job": 116847600408, "time": 134, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12029283970" }, { "job": 116848278256, "time": 77, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12029299178" }, { "job": 116848278339, "time": 76, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12029576916" }, { "job": 116848278227, "time": 69, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12029987279" }, { "job": 116848278253, "time": 75, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12029289140" } ], "_upstream": "https://github.com/mah-iasri/carsalgo", "_commit": { "id": "444f48637956d22ca12d858b869dafc4e6727258", "author": "Md Ashraful Haque ", "committer": "GitHub ", "message": "Update README", "time": 1776612079 }, "_maintainer": { "name": "Md. Ashraful Haque", "email": "ashrafulhaque664@gmail.com", "login": "mah-iasri", "description": "Scientist at Division of Computer Applications, ICAR-IASRI", "uuid": 16169651 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "ggplot2", "role": "Imports" }, { "package": "pls", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" } ], "_owner": "mah-iasri", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-14", "n": 16 }, { "week": "2026-15", "n": 4 }, { "week": "2026-16", "n": 3 } ], "_tags": [], "_stars": 1, "_contributors": [ { "user": "mah-iasri", "count": 23, "uuid": 16169651 } ], "_userbio": { "uuid": 16169651, "type": "user", "name": "Md Ashraful Haque", "followers": 2, "description": "Scientist at Division of Computer Applications, ICAR-IASRI" }, "_downloads": { "count": 354, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/carsAlgo" }, "_devurl": "https://github.com/mah-iasri/carsalgo", "_searchresults": 1, "_rbuild": "4.6.1", "_assets": [ "extra/carsAlgo.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/mah-iasri/carsalgo", "_realowner": "mah-iasri", "_cranurl": true, "_releases": [ { "version": "0.5.0", "date": "2026-04-16" } ], "_exports": [ "CARSAlgorithm", "fit" ], "_help": [ { "page": "CARSAlgorithm", "title": "Create an object of the CARS algorithm", "topics": [ "CARSAlgorithm" ] }, { "page": "fit", "title": "Fit a Model Object to Data", "topics": [ "fit" ] }, { "page": "fit.CARSAlgorithm", "title": "Fits a CARS Object to any high dimensional dataset", "topics": [ "fit.CARSAlgorithm" ] }, { "page": "print.CARSAlgorithm", "title": "Print method for CARSAlgorithm objects", "topics": [ "print.CARSAlgorithm" ] } ], "_readme": "https://github.com/mah-iasri/carsalgo/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "pls", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_score": 3.1760912590556813, "_indexed": true, "_nocasepkg": "carsalgo", "_universes": [ "mah-iasri" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.5.0", "date": "2026-10-16T06:43:03.000Z", "distro": "resolute", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/2249e3ae7419d0cd9d4f3257cd8c03b7d5fd09dae142abb6f91b534cb17ffe2c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" }, { "r": "4.6.1", "os": "linux", "version": "0.5.0", "date": "2026-10-16T06:43:04.000Z", "distro": "resolute", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/b3a5d1a2cb82f2792514ce525b5efe20c3009f021ded691eac835b0a75ac9d25", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" }, { "r": "4.5.3", "os": "mac", "version": "0.5.0", "date": "2026-10-16T06:53:05.000Z", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/a2e04b18a01786fbf32d6280df46fae569782fd0cbf08fc6241f8255b2256668", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" }, { "r": "4.6.1", "os": "mac", "version": "0.5.0", "date": "2026-10-16T07:01:03.000Z", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/064763e1b7978b2a836406b347822e4b2ab82f3deae4303c906da3bdf6b12968", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" }, { "r": "4.6.0", "os": "wasm", "version": "0.5.0", "date": "2026-10-16T06:42:58.000Z", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/3edd5d9123f3de3e46e1da668a895425fbe7a18a9815ee6f4cd0e4d5b1a6d7c3", "status": "success", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" }, { "r": "4.7.0", "os": "win", "version": "0.5.0", "date": "2026-10-16T06:42:35.000Z", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/295358b24a88bb054c95414ae2cfe2f40342200d58f4e9a479693c641759bda8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" }, { "r": "4.5.3", "os": "win", "version": "0.5.0", "date": "2026-10-16T06:42:29.000Z", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/e166772756c22b9ce87e42c40c6cd12adba47ba60faccd9d612cc041335d6934", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" }, { "r": "4.6.1", "os": "win", "version": "0.5.0", "date": "2026-10-16T06:42:33.000Z", "commit": "444f48637956d22ca12d858b869dafc4e6727258", "fileid": "https://r2.ropensci.org/0fd66a641381fb51cdbd8437dad7eb6213f996ab7c7841e2af5038e12ca0fe56", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mah-iasri/actions/runs/38862423364" } ] }