{ "_id": "6ac615bcf511ae58c09a5d04", "Package": "arulesNBMiner", "Version": "0.1.10", "Date": "2026-10-06", "Title": "Mining NB-Frequent Itemsets and NB-Precise Rules", "Authors@R": "c(person(\"Michael\", \"Hahsler\", role = c(\"aut\", \"cre\", \"cph\"),\nemail = \"mhahsler@lyle.smu.edu\",\ncomment = c(ORCID = \"0000-0003-2716-1405\")))", "Description": "NBMiner is an implementation of the model-based mining\nalgorithm for mining NB-frequent itemsets and NB-precise rules.\nMichael Hahsler (2006) .", "URL": "https://github.com/mhahsler/arulesNBMiner,\nhttps://michael.hahsler.net/arulesNBMiner/", "BugReports": "https://github.com/mhahsler/arulesNBMiner/issues", "VignetteBuilder": "knitr", "SystemRequirements": "Java (>= 5.0)", "License": "GPL-3", "Encoding": "UTF-8", "Config/testthat/edition": "3", "Config/roxygen2/version": "8.1.0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-07 09:42:27 UTC", "User": "root" }, "Author": "Michael Hahsler [aut, cre, cph] (ORCID:\n)", "Maintainer": "Michael Hahsler ", "Config/pak/sysreqs": "default-jdk", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-10-07 01:40:07 UTC", "RemoteUrl": "https://github.com/cran/arulesNBMiner", "RemoteRef": "HEAD", "RemoteSha": "cf45f31c641bdd72c0c8ced75c74c5b4da201223", "_user": "cran", "_type": "src", "_file": "arulesNBMiner_0.1.10.tar.gz", "_fileid": "https://r2.ropensci.org/8731e28e59d242978a87bfdcdabd59382cd64a5ccb29d4caea769dbd13320f25", "_filesize": 633081, "_sha256": "8731e28e59d242978a87bfdcdabd59382cd64a5ccb29d4caea769dbd13320f25", "_expires": "2027-01-15T09:49:46.000Z", "_created": "2026-10-07T09:42:27.000Z", "_published": "2026-10-07T09:49:48.287Z", "_buildurl": "https://github.com/r-universe/cran/actions/runs/37600486523", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 112730031737, "time": 129, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11473557801" }, { "job": 112730031557, "time": 132, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11473383311" }, { "job": 112727880669, "time": 206, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11473625988" }, { "job": 112730031743, "time": 110, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11472968964" }, { "job": 112730031501, "time": 124, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11473995811" }, { "job": 112730031652, "time": 110, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11473394037" } ], "_upstream": "https://github.com/cran/arulesNBMiner", "_commit": { "id": "cf45f31c641bdd72c0c8ced75c74c5b4da201223", "author": "Michael Hahsler ", "committer": "cran-robot ", "message": "version 0.1.10\n", "time": 1791337207 }, "_maintainer": { "name": "Michael Hahsler", "email": "mhahsler@lyle.smu.edu", "login": "mhahsler", "orcid": "0000-0003-2716-1405", "description": "I develop packages for AI, ML, and Data Science.", "uuid": 14900595 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.6", "role": "Depends" }, { "package": "arules", "version": ">= 1.6-0", "role": "Depends" }, { "package": "rJava", "version": ">= 0.9-0", "role": "Depends" }, { "package": "methods", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-50", "n": 1 }, { "week": "2026-41", "n": 1 } ], "_tags": [ { "name": "0.1.9", "date": "2025-12-09" }, { "name": "0.1.10", "date": "2026-10-07" } ], "_stars": 0, "_contributors": [ { "user": "mhahsler", "count": 9, "uuid": 14900595 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 517, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/arulesNBMiner" }, "_devurl": "https://github.com/mhahsler/arulesnbminer", "_pkgdown": "https://michael.hahsler.net/arulesNBMiner/", "_searchresults": 11, "_topics": [ "openjdk" ], "_rbuild": "4.6.1", "_assets": [ "extra/arulesNBMiner.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" ], "_homeurl": "https://github.com/mhahsler/arulesnbminer", "_realowner": "mhahsler", "_cranurl": false, "_releases": [ { "version": "0.1-0", "date": "2009-03-27" }, { "version": "0.1-1", "date": "2010-01-04" }, { "version": "0.1-2", "date": "2012-03-19" }, { "version": "0.1-4", "date": "2014-07-30" }, { "version": "0.1-5", "date": "2015-07-02" }, { "version": "0.1-7", "date": "2020-04-26" }, { "version": "0.1-8", "date": "2021-09-08" }, { "version": "0.1.9", "date": "2025-12-11" }, { "version": "0.1.10", "date": "2026-10-07" } ], "_exports": [ "NBMiner", "NBMinerParameters" ], "_datasets": [ { "name": "Agrawal.db", "title": "Synthetic Example Dataset Agrawal", "object": "Agrawal", "file": "Agrawal.rda", "class": [ "transactions" ], "fields": [], "table": false, "tojson": false }, { "name": "Agrawal.pat", "title": "Synthetic Example Dataset Agrawal", "object": "Agrawal", "file": "Agrawal.rda", "class": [ "itemsets" ], "fields": [], "table": false, "tojson": false } ], "_help": [ { "page": "Agrawal", "title": "Synthetic Example Dataset Agrawal", "topics": [ "Agrawal", "Agrawal.db", "Agrawal.pat" ] }, { "page": "NBMiner", "title": "NBMiner: Mine NB-Frequent Itemsets or NB-Precise Rules", "topics": [ "NBMiner", "NBMinerControl-class", "NBMinerParameter-class" ] }, { "page": "NBMinerParameters", "title": "Estimate Global Model Parameters from Data", "topics": [ "NBMinerParameters" ] } ], "_pkglogo": "https://github.com/cran/arulesNBMiner/raw/HEAD/man/figures/logo.svg", "_readme": "https://github.com/cran/arulesNBMiner/raw/HEAD/README.md", "_rundeps": [ "arules", "generics", "lattice", "Matrix", "rJava" ], "_sysdeps": [ { "shlib": "libjvm", "package": "openjdk-25-jre-headless", "headers": "openjdk-25-jre-headless", "source": "openjdk", "version": "25.0.4.1+1-1~26.04.4", "name": "openjdk", "homepage": "https://openjdk.java.net/", "description": "OpenJDK Java runtime, using Hotspot JIT (headless)" } ], "_vignettes": [ { "source": "arulesNBMiner.Rmd", "filename": "arulesNBMiner.html", "title": "Getting started with arulesNBMiner", "engine": "knitr::rmarkdown", "headings": [ "Load the data", "Fit the baseline model", "Mine NB-frequent itemsets", "NB-frequent vs. frequent itemsets?", "Mine NB-precise rules", "References" ], "created": "2026-10-07 01:40:07", "modified": "2026-10-07 01:40:07", "commits": 1 } ], "_score": 3.0413926851582254, "_indexed": false, "_nocasepkg": "arulesnbminer", "_universes": [ "cran" ], "_indexurl": "https://mhahsler.r-universe.dev/arulesNBMiner", "_previous": "0.1.9", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.10", "date": "2026-10-07T09:48:02.000Z", "distro": "resolute", "commit": "cf45f31c641bdd72c0c8ced75c74c5b4da201223", "fileid": "https://r2.ropensci.org/4be8b3834f60f103b36df34024b0eba10996e0bbf1ff3b1af9fee7be6b455d26", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37600486523" }, { "r": "4.6.1", "os": "linux", "version": "0.1.10", "date": "2026-10-07T09:48:04.000Z", "distro": "resolute", "commit": "cf45f31c641bdd72c0c8ced75c74c5b4da201223", "fileid": "https://r2.ropensci.org/62999b5de55e8784fe9f677c31fc071f5cb725bf77d349d7c424e8ac87db0042", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37600486523" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.10", "date": "2026-10-07T09:48:12.000Z", "commit": "cf45f31c641bdd72c0c8ced75c74c5b4da201223", "fileid": "https://r2.ropensci.org/cf415e38450c43ca41bba85bbd075a88648ce859c920c7c7ef34ce414b723703", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/37600486523" }, { "r": "4.7.0", "os": "win", "version": "0.1.10", "date": "2026-10-07T09:47:10.000Z", "commit": "cf45f31c641bdd72c0c8ced75c74c5b4da201223", "fileid": "https://r2.ropensci.org/a4b2052e2727618ad09b68bb4e9bcb4ab1958e1b191eb9b1375541c0579a1bfd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37600486523" }, { "r": "4.6.1", "os": "win", "version": "0.1.10", "date": "2026-10-07T09:47:02.000Z", "commit": "cf45f31c641bdd72c0c8ced75c74c5b4da201223", "fileid": "https://r2.ropensci.org/b5a30306afccf91bbb5640b44e86bac4eee48caf1669aea10c06402b16b77286", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37600486523" } ] }