{ "_id": "6a116b6facfb0bcc41cf40fb", "Package": "streamMOA", "Version": "1.3.1-1", "Date": "2026-xx-xx", "Encoding": "UTF-8", "Title": "Interface for MOA Stream Clustering Algorithms", "Authors@R": "c(person(\"Michael\", \"Hahsler\", role = c(\"aut\", \"cre\", \"cph\"),\nemail = \"mhahsler@lyle.smu.edu\",\ncomment = c(ORCID = \"0000-0003-2716-1405\")),\nperson(\"John\", \"Forrest\", role = c(\"aut\", \"cph\")),\nperson(\"Matthew\", \"Bolanos\", role = c(\"ctb\")),\nperson(\"Matthias\", \"Carnein\", role = c(\"ctb\")),\nperson(\"Dalibor\", \"Krleža\", role = c(\"ctb\")))", "Description": "Interface for data stream clustering algorithms\nimplemented in the MOA (Massive Online Analysis) framework\n(Albert Bifet, Geoff Holmes, Richard Kirkby, Bernhard\nPfahringer (2010). MOA: Massive Online Analysis, Journal of\nMachine Learning Research 11: 1601-1604).", "SystemRequirements": "Java (>= 8)", "BugReports": "https://github.com/mhahsler/streamMOA", "License": "GPL-3", "Copyright": "MOA code in inst/java/moa.jar is Copyright (C) The\nUniversity of Waikato and distributed under the Apache License,\nversion 2.0. All other code is Copyright (C) Matthew Bolanos,\nJohn Forrest and Michael Hahsler", "RoxygenNote": "7.3.1", "Roxygen": "list(markdown = TRUE)", "Config/pak/sysreqs": "make default-jdk", "Repository": "https://mhahsler.r-universe.dev", "Date/Publication": "2026-03-24 19:50:31 UTC", "RemoteUrl": "https://github.com/mhahsler/streamMOA", "RemoteRef": "HEAD", "RemoteSha": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-23 08:52:02 UTC", "User": "root" }, "Author": "Michael Hahsler [aut, cre, cph] (ORCID:\n),\nJohn Forrest [aut, cph],\nMatthew Bolanos [ctb],\nMatthias Carnein [ctb],\nDalibor Krleža [ctb]", "Maintainer": "Michael Hahsler ", "MD5sum": "6481cdebe953e1b0f6a3ef307a19910c", "_user": "mhahsler", "_type": "src", "_file": "streamMOA_1.3.1-1.tar.gz", "_fileid": "309b8a8bb80c1c302aec13aceda2230c3965d7b900495680117c41f61ba6322d", "_filesize": 3408931, "_sha256": "309b8a8bb80c1c302aec13aceda2230c3965d7b900495680117c41f61ba6322d", "_created": "2026-05-23T08:52:02.000Z", "_published": "2026-05-23T08:55:10.980Z", "_distro": "noble", "_jobs": [ { "job": 77510601652, "time": 149, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7175777260" }, { "job": 77510601654, "time": 156, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7175777834" }, { "job": 77510601662, "time": 143, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7175776814" }, { "job": 77510601653, "time": 102, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7175773037" }, { "job": 77510443255, "time": 176, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7175763024" }, { "job": 77510601644, "time": 126, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7175775194" }, { "job": 77510601657, "time": 97, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7175772611" }, { "job": 77510601656, "time": 91, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7175771987" }, { "job": 77510601659, "time": 132, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7175775863" } ], "_buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/mhahsler/streamMOA", "_commit": { "id": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "author": "mhahsler ", "committer": "mhahsler ", "message": "Development started.\n", "time": 1774381831 }, "_maintainer": { "name": "Michael Hahsler", "email": "mhahsler@lyle.smu.edu", "login": "mhahsler", "description": "I develop packages for AI, ML, and Data Science.", "uuid": 14900595, "orcid": "0000-0003-2716-1405" }, "_registered": true, "_dependencies": [ { "package": "stream", "version": ">= 2.0-0", "role": "Depends" }, { "package": "rJava", "version": ">= 1.0-1", "role": "Depends" }, { "package": "graphics", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "proxy", "role": "Imports" }, { "package": "RMOA", "version": ">= 1.1.0", "role": "Suggests" } ], "_owner": "mhahsler", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-13", "n": 2 } ], "_tags": [], "_topics": [ "clustering", "datamining", "datastream", "openjdk" ], "_stars": 13, "_contributors": [ { "user": "mhahsler", "count": 47, "uuid": 14900595 }, { "user": "matthiascarnein", "count": 4, "uuid": 5804161 }, { "user": "dkrleza", "count": 1, "uuid": 35831624 }, { "user": "vpinna80", "count": 1, "uuid": 22049574 } ], "_userbio": { "uuid": 14900595, "type": "user", "name": "Michael Hahsler", "description": "I develop packages for AI, ML, and Data Science." }, "_downloads": { "count": 759, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/streamMOA" }, "_devurl": "https://github.com/mhahsler/streammoa", "_searchresults": 37, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/streamMOA.html", "manual.pdf" ], "_homeurl": "https://github.com/mhahsler/streammoa", "_realowner": "mhahsler", "_cranurl": true, "_releases": [ { "version": "0.1-0", "date": "2014-05-25" }, { "version": "0.1-1", "date": "2014-06-17" }, { "version": "1.0-0", "date": "2014-12-19" }, { "version": "1.1-0", "date": "2015-05-22" }, { "version": "1.1-1", "date": "2015-07-02" }, { "version": "1.1-2", "date": "2015-09-07" }, { "version": "1.1-3", "date": "2018-01-11" }, { "version": "1.1-4", "date": "2018-04-07" }, { "version": "1.2-0", "date": "2019-03-14" }, { "version": "1.2-1", "date": "2019-04-08" }, { "version": "1.2-2", "date": "2019-05-15" }, { "version": "1.2-3", "date": "2020-12-03" }, { "version": "1.2-4", "date": "2022-05-10" }, { "version": "1.3-0", "date": "2022-09-03" }, { "version": "1.3-1", "date": "2024-04-20" } ], "_exports": [ "clean_outliers", "DSC_BICO_MOA", "DSC_CluStream", "DSC_ClusTree", "DSC_DenStream", "DSC_DStream_MOA", "DSC_MCOD", "DSC_MOA", "DSC_StreamKM", "DSClassifier_MOA", "DSD_MOA", "DSD_RandomRBFGeneratorEvents", "DSOutlier_MCOD", "DSRegressor_MOA", "get_outlier_positions", "recheck_outlier" ], "_help": [ { "page": "DSC_BICO_MOA", "title": "BICO - Fast computation of k-means coresets in a data stream", "concept": [ "DSC_MOA" ], "topics": [ "DSC_BICO_MOA" ] }, { "page": "DSC_CluStream", "title": "CluStream Data Stream Clusterer", "concept": [ "DSC_MOA" ], "topics": [ "CluStream", "clustream", "DSC_CluStream", "DSC_CluStream_MOA" ] }, { "page": "DSC_ClusTree", "title": "ClusTree Data Stream Clusterer", "concept": [ "DSC_MOA" ], "topics": [ "ClusTree", "clustree", "DSC_ClusTree" ] }, { "page": "DSC_DenStream", "title": "DenStream Data Stream Clusterer", "concept": [ "DSC_MOA" ], "topics": [ "DenStream", "denstream", "DSC_DenStream", "DSC_DenStream_MOA" ] }, { "page": "DSC_DStream_MOA", "title": "D-Stream Data Stream Clustering Algorithm", "concept": [ "DSC_MOA" ], "topics": [ "DSC_DStream_MOA" ] }, { "page": "DSC_MCOD", "title": "Micro-cluster Continuous Outlier Detector (MCOD)", "concept": [ "DSC_MOA", "DSOutlier_MOA" ], "topics": [ "clean_outliers", "DSC_MCOD", "DSC_MCOD_MOA", "DSOutlier_MCOD", "DSOutlier_MCOD_MOA", "get_outlier_positions", "MCOD", "recheck_outlier" ] }, { "page": "DSC_MOA", "title": "DSC_MOA Class", "concept": [ "DSC_MOA" ], "topics": [ "DSC_MOA" ] }, { "page": "DSC_StreamKM", "title": "streamKM++", "concept": [ "DSC_MOA" ], "topics": [ "DSC_StreamKM", "StreamKM", "streamkm" ] }, { "page": "DSClassifier_MOA", "title": "DSClassifier_MOA - MOA-based Stream Classifiers", "concept": [ "DSClassifier_MOA" ], "topics": [ "DSClassifier_MOA", "predict.DSClassifier_MOA", "update.DSClassifier_MOA" ] }, { "page": "DSD_MOA", "title": "Base class for MOA-based Data Stream Generators", "concept": [ "DSD_MOA" ], "topics": [ "DSD_MOA" ] }, { "page": "DSD_RandomRBFGeneratorEvents", "title": "Random RBF Generator Events Data Stream Generator", "concept": [ "DSD_MOA" ], "topics": [ "DSD_RandomRBFGeneratorEvents" ] }, { "page": "DSRegressor_MOA", "title": "DSRegressor_MOA - MOA-based Stream Regressors", "concept": [ "DSRegressor_MOA" ], "topics": [ "DSRegressor_MOA", "predict.DSRegressor_MOA", "update.DSRegressor_MOA" ] } ], "_pkglogo": "https://github.com/mhahsler/streamMOA/raw/HEAD/man/figures/logo.svg", "_readme": "https://github.com/mhahsler/streamMOA/raw/HEAD/README.md", "_rundeps": [ "BH", "class", "clue", "cluster", "clusterGeneration", "dbscan", "DEoptimR", "diptest", "flexmix", "fpc", "generics", "kernlab", "lattice", "magrittr", "MASS", "mclust", "mlbench", "modeltools", "nnet", "prabclus", "proxy", "Rcpp", "rJava", "robustbase", "rpart", "stream" ], "_sysdeps": [ { "shlib": "libjvm", "package": "openjdk-21-jre-headless", "headers": "openjdk-21-jre-headless", "source": "openjdk", "version": "21.0.10+7-1~24.04", "name": "openjdk", "homepage": "https://openjdk.java.net/", "description": "OpenJDK Java runtime, using Hotspot JIT (headless)" } ], "_vignettes": [ { "source": "streamMOA.Rnw", "filename": "streamMOA.pdf", "title": "Introduction to streamMOA", "engine": "utils::Sweave", "headings": [], "created": "2015-12-06 03:14:36", "modified": "2024-04-20 18:10:56", "commits": 11 } ], "_score": 5.858236335429513, "_indexed": true, "_nocasepkg": "streammoa", "_universes": [ "mhahsler" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3.1-1", "date": "2026-05-23T08:54:22.000Z", "distro": "noble", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "cc7bac69a855b9b7c3dc00add695dfa01495d52ae07da22f8bdbe4fc642e9cfe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" }, { "r": "4.6.0", "os": "linux", "version": "1.3.1-1", "date": "2026-05-23T08:54:28.000Z", "distro": "noble", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "342a874a8b47df52a0574b78060bfa8594b39b877cd19d6f30db6f497ef55986", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" }, { "r": "4.5.3", "os": "mac", "version": "1.3.1-1", "date": "2026-05-23T08:54:19.000Z", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "5523ae7903508d8171d385b79ce31e80d497fe004522e4544f1876af49ef042a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" }, { "r": "4.6.0", "os": "mac", "version": "1.3.1-1", "date": "2026-05-23T08:53:40.000Z", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "b8db33545ec475aacd129af4d57a16a724ad0d80a09f3a5ef75e6fa3214b6f78", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" }, { "r": "4.6.0", "os": "wasm", "version": "1.3.1-1", "date": "2026-05-23T08:54:24.000Z", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "bf7ac18591fba1dac8fcf34eab9ce6f3404de574c193ad54e5500aadb6ce49e2", "status": "success", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" }, { "r": "4.7.0", "os": "win", "version": "1.3.1-1", "date": "2026-05-23T08:53:24.000Z", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "a3619e0e2822d42b1ae5030afbc04ec356fb78fa43995049feb690f061829094", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" }, { "r": "4.5.3", "os": "win", "version": "1.3.1-1", "date": "2026-05-23T08:53:28.000Z", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "d50ccd71a0e35fe672eb6ebb2fe47fb29944e2e83fce7a90c836ce8532a7f4e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" }, { "r": "4.6.0", "os": "win", "version": "1.3.1-1", "date": "2026-05-23T08:53:51.000Z", "commit": "b6f086d2963931f8be0cf15cce6d52c15e4d6901", "fileid": "ce5bcfb9cae391b99480cfbb28820167a7f868a448a3003ef2337a82c28de744", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mhahsler/actions/runs/26328507538" } ] }