{ "_id": "6a1eedd8b401979e73412871", "Package": "symbolicDA", "Title": "Analysis of Symbolic Data", "Version": "0.7-3", "Date": "2026-01-20", "Authors@R": "c(person(given = \"Andrzej\",\nfamily = \"Dudek\",\nrole = c(\"aut\", \"cre\"),\nemail = \"andrzej.dudek@ue.wroc.pl\"),\nperson(given = \"Marcin\",\nfamily = \"Pelka\",\nrole = \"aut\",\nemail = \"marcin.pelka@ue.wroc.pl\"),\nperson(given = \"Justyna\",\nfamily = \"Wilk\",\nrole = \"aut\",\ncomment = \"to 2017-09-20\"),\nperson(given = \"Marek\",\nfamily = \"Walesiak\",\nrole = \"aut\",\nemail = \"Marek.Walesiak@ue.wroc.pl\",\ncomment = \"from 2018-02-01\"))", "Description": "Symbolic data analysis methods: importing/exporting data\nfrom ASSO XML Files, distance calculation for symbolic data\n(Ichino-Yaguchi, de Carvalho measure), zoom star plot, 3d\ninterval plot, multidimensional scaling for symbolic interval\ndata, dynamic clustering based on distance matrix, HINoV method\nfor symbolic data, Ichino's feature selection method, principal\ncomponent analysis for symbolic interval data, decision trees\nfor symbolic data based on optimal split with bagging, boosting\nand random forest approach (+visualization), kernel\ndiscriminant analysis for symbolic data, Kohonen's\nself-organizing maps for symbolic data, replication and\nprofiling, artificial symbolic data generation. (Milligan,\nG.W., Cooper, M.C. (1985) , Breiman, L.\n(1996), , Hubert, L., Arabie, P.\n(1985), , Ichino, M., & Yaguchi, H.\n(1994), , Rand, W.M. (1971)\n, Breckenridge, J.N. (2000)\n, Groenen, P.J.F, Winsberg, S.,\nRodriguez, O., Diday, E. (2006)\n, Dudek, A. (2007),\n).", "License": "GPL (>= 2)", "Encoding": "UTF-8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-19 09:04:15 UTC", "User": "root" }, "Author": "Andrzej Dudek [aut, cre], Marcin Pelka [aut], Justyna Wilk\n[aut] (to 2017-09-20), Marek Walesiak [aut] (from 2018-02-01)", "Maintainer": "Andrzej Dudek ", "Config/pak/sysreqs": "cmake libfreetype6-dev libglpk-dev libglu1-mesa-dev\nmake texlive libicu-dev libpng-dev libuv1-dev libxml2-dev\nlibgl1-mesa-dev libssl-dev python3 libnode-dev zlib1g-dev", "Repository": "https://a-dudek-ue.r-universe.dev", "Date/Publication": "2026-01-19 15:10:02 UTC", "RemoteUrl": "https://github.com/cran/symbolicDA", "RemoteRef": "HEAD", "RemoteSha": "9a84405b0d0d192c2517761b7bba07bb51af0320", "MD5sum": "4ba0ba36e9966f683ebf787ea0ddae94", "_user": "a-dudek-ue", "_type": "src", "_file": "symbolicDA_0.7-3.tar.gz", "_fileid": "58fa6243629cc18f7ed5340bb13836f259b10e5785a0f7bbdc12f656304d9f9d", "_filesize": 1809679, "_sha256": "58fa6243629cc18f7ed5340bb13836f259b10e5785a0f7bbdc12f656304d9f9d", "_created": "2026-05-19T09:04:15.000Z", "_published": "2026-06-02T14:51:04.719Z", "_distro": "noble", "_jobs": [ { "job": 79099393256, "time": 337, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7079349739" }, { "job": 79099393888, "time": 357, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7079357320" }, { "job": 79099393533, "time": 279, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7079318059" }, { "job": 79099393797, "time": 371, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7079344205" }, { "job": 79099392159, "time": 300, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7079231401" }, { "job": 79099392154, "time": 205, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7361216972" }, { "job": 79099393760, "time": 270, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7079326362" }, { "job": 79099393240, "time": 234, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7079313362" }, { "job": 79099393390, "time": 314, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7079341895" } ], "_buildurl": "https://github.com/r-universe/a-dudek-ue/actions/runs/26087120172", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/symbolicDA", "_commit": { "id": "9a84405b0d0d192c2517761b7bba07bb51af0320", "author": "Andrzej Dudek ", "committer": "cran-robot ", "message": "version 0.7-3\n", "time": 1768835402 }, "_maintainer": { "name": "Andrzej Dudek", "email": "andrzej.dudek@ue.wroc.pl", "login": "a-dudek-ue", "description": "", "uuid": 136803488 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.6.0", "role": "Depends" }, { "package": "clusterSim", "role": "Depends" }, { "package": "XML", "role": "Depends" }, { "package": "shapes", "role": "Imports" }, { "package": "e1071", "role": "Imports" }, { "package": "ade4", "role": "Imports" }, { "package": "cluster", "role": "Imports" }, { "package": "RSDA", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-26", "n": 1 }, { "week": "2026-04", "n": 1 } ], "_tags": [ { "name": "0.7-2", "date": "2025-06-26" }, { "name": "0.7-3", "date": "2026-01-19" } ], "_stars": 0, "_contributors": [ { "user": "a-dudek-ue", "count": 10, "uuid": 136803488 } ], "_userbio": { "uuid": 136803488, "type": "user", "name": "a-dudek-ue" }, "_downloads": { "count": 263, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/symbolicDA" }, "_mentions": 1, "_searchresults": 42, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/symbolicDA.html", "manual.pdf" ], "_realowner": "a-dudek-ue", "_cranurl": false, "_releases": [ { "version": "0.4-1", "date": "2013-10-12" }, { "version": "0.4-2", "date": "2015-03-14" }, { "version": "0.4-3", "date": "2017-12-11" }, { "version": "0.5-3", "date": "2018-03-28" }, { "version": "0.6-1", "date": "2019-05-09" }, { "version": "0.6-2", "date": "2019-08-08" }, { "version": "0.6-3", "date": "2022-05-27" }, { "version": "0.7-1", "date": "2023-02-13" }, { "version": "0.7-2", "date": "2025-06-26" }, { "version": "0.7-3", "date": "2026-01-19" } ], "_exports": [ "bagging.SDA", "boosting.SDA", "cluster.Description.SDA", "DClust", "decisionTree.SDA", "dist_SDA", "draw.decisionTree.SDA", "generate.SO", "HINoV.SDA", "IchinoFS.SDA", "index.G1d", "interscal.SDA", "iscal.SDA", "kernel.SDA", "kohonen.SDA", "parse.SO", "PCA.centers.SDA", "PCA.mrpca.SDA", "PCA.spaghetti.SDA", "PCA.spca.SDA", "PCA.vertices.SDA", "random.forest.SDA", "replication.SDA", "RSDA2SymbolicDA", "save.SO", "SClust", "simple2SO", "SO2Simple", "subsdt.SDA", "symscal.SDA", "zoomStar" ], "_datasets": [ { "name": "cars", "title": "real data set in symbolic form - 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