{ "_id": "6a2a88e67b7a29ca6004a042", "Package": "MDFS", "Title": "MultiDimensional Feature Selection", "Version": "1.5.5", "Date": "2024-12-11", "Authors@R": "c(\nperson(\"Radosław\", \"Piliszek\", email = \"radek@piliszek.it\", role = c(\"aut\", \"cre\")),\nperson(\"Krzysztof\", \"Mnich\", email = \"k.mnich@uwb.edu.pl\", role = \"aut\"),\nperson(\"Paweł\", \"Tabaszewski\", email = \"tabaszewski.pawel@gmail.com\", role = \"aut\"),\nperson(\"Szymon\", \"Migacz\", email = \"szmigacz@gmail.com\", role = \"aut\"),\nperson(\"Andrzej\", \"Sułecki\", email = \"asulecki@gmail.com\", role = \"aut\"),\nperson(c(\"Witold\", \"Remigiusz\"), \"Rudnicki\", email = \"w.rudnicki@icm.edu.pl\", role = \"aut\"))", "URL": "https://www.mdfs.it/", "Description": "Functions for MultiDimensional Feature Selection (MDFS):\ncalculating multidimensional information gains, scoring\nvariables, finding important variables, plotting selection\nresults. This package includes an optional CUDA implementation\nthat speeds up information gain calculation using NVIDIA\nGPGPUs. R. Piliszek et al. (2019) .", "License": "GPL-3", "SystemRequirements": "C++17", "NeedsCompilation": "yes", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "Packaged": { "Date": "2026-06-11 10:04:05 UTC", "User": "root" }, "Author": "Radosław Piliszek [aut, cre], Krzysztof Mnich [aut], Paweł\nTabaszewski [aut], Szymon Migacz [aut], Andrzej Sułecki [aut],\nWitold Remigiusz Rudnicki [aut]", "Maintainer": "Radosław Piliszek ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2024-12-12 08:30:12 UTC", "RemoteUrl": "https://github.com/cran/MDFS", "RemoteRef": "HEAD", "RemoteSha": "13a5904b3003a759bf4d662d641b22952d156064", "MD5sum": "cc2e42efa945fa1cae95806a58802b78", "_user": "cran", "_type": "src", "_file": "MDFS_1.5.5.tar.gz", "_fileid": "57215e12a27f80ce530ac8378a694b3abbe65604dd4e861761db688ba42a59ae", "_filesize": 1062650, "_sha256": "57215e12a27f80ce530ac8378a694b3abbe65604dd4e861761db688ba42a59ae", "_created": "2026-06-11T10:04:05.000Z", "_published": "2026-06-11T10:07:34.603Z", "_distro": "noble", "_jobs": [ { "job": 80771664639, "time": 165, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7561091771" }, { "job": 80771664664, "time": 102, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7561067984" }, { "job": 80771664718, "time": 162, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7561090438" }, { "job": 80771664671, "time": 151, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7561086612" }, { "job": 80771187570, "time": 152, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7561028453" }, { "job": 80771664584, "time": 90, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7561063370" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/27339083709", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/MDFS", "_commit": { "id": "13a5904b3003a759bf4d662d641b22952d156064", "author": "Radosław Piliszek ", "committer": "cran-robot ", "message": "version 1.5.5\n", "time": 1733992212 }, "_maintainer": { "name": "Radosław Piliszek", "email": "radek@piliszek.it", "login": "yoctozepto", "linkedin": "in/radoslaw-piliszek", "description": "", "uuid": 3455956 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.4.0", "role": "Depends" } ], "_owner": "cran", "_selfowned": false, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "yoctozepto", "count": 15, "uuid": 3455956 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 283, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MDFS" }, "_mentions": 5, "_searchresults": 41, "_topics": [ "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/MDFS.html", "extra/NEWS.html", "extra/NEWS.txt", "manual.pdf" ], "_realowner": "yoctozepto", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2018-06-15" }, { "version": "1.0.1", "date": "2018-06-26" }, { "version": "1.0.2", "date": "2018-10-31" }, { "version": "1.0.3", "date": "2018-11-08" }, { "version": "1.0.4", "date": "2019-10-27" }, { "version": "1.0.5", "date": "2019-11-10" }, { "version": "1.1.0", "date": "2021-01-06" }, { "version": "1.1.1", "date": "2021-01-22" }, { "version": "1.2.0", "date": "2021-02-09" }, { "version": "1.3.0", "date": "2022-04-19" }, { "version": "1.4.0", "date": "2023-01-31" }, { "version": "1.5.0", "date": "2023-03-14" }, { "version": "1.5.1", "date": "2023-04-11" }, { "version": "1.5.3", "date": "2023-05-10" }, { "version": "1.5.5", "date": "2024-12-12" } ], "_exports": [ "AddContrastVariables", "ComputeInterestingTuples", "ComputeInterestingTuplesDiscrete", "ComputeMaxInfoGains", "ComputeMaxInfoGainsDiscrete", "ComputePValue", "Discretize", "GenContrastVariables", "GetRange", "MDFS", "mdfs_omp_set_num_threads", "RelevantVariables" ], "_datasets": [ { "name": "madelon", "title": "An artificial dataset called MADELON", "object": "madelon", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "AddContrastVariables", "title": "Add contrast variables to data", "topics": [ "AddContrastVariables" ] }, { "page": "as.data.frame.MDFS", "title": "as.data.frame S3 method implementation for MDFS", "topics": [ "as.data.frame.MDFS" ] }, { "page": "ComputeInterestingTuples", "title": "Interesting tuples", "topics": [ "ComputeInterestingTuples" ] }, { "page": "ComputeInterestingTuplesDiscrete", "title": "Interesting tuples (discrete)", "topics": [ "ComputeInterestingTuplesDiscrete" ] }, { "page": "ComputeMaxInfoGains", "title": "Max information gains", "topics": [ "ComputeMaxInfoGains" ] }, { "page": "ComputeMaxInfoGainsDiscrete", "title": "Max information gains (discrete)", "topics": [ "ComputeMaxInfoGainsDiscrete" ] }, { "page": "ComputePValue", "title": "Compute p-values from information gains and return MDFS", "topics": [ "ComputePValue" ] }, { "page": "Discretize", "title": "Discretize variable on demand", "topics": [ "Discretize" ] }, { "page": "GenContrastVariables", "title": "Generate contrast variables from data", "topics": [ "GenContrastVariables" ] }, { "page": "GetRange", "title": "Get the recommended range for multiple discretisations", "topics": [ "GetRange" ] }, { "page": "madelon", "title": "An artificial dataset called MADELON", "topics": [ "madelon" ] }, { "page": "MDFS", "title": "Run end-to-end MDFS", "topics": [ "MDFS" ] }, { "page": "mdfs_omp_set_num_threads", "title": "Call omp_set_num_threads", "topics": [ "mdfs_omp_set_num_threads" ] }, { "page": "plot.MDFS", "title": "Plot MDFS details", "topics": [ "plot.MDFS" ] }, { "page": "RelevantVariables", "title": "Find indices of relevant variables", "topics": [ "RelevantVariables" ] }, { "page": "RelevantVariables.MDFS", "title": "Find indices of relevant variables from MDFS", "topics": [ "RelevantVariables.MDFS" ] } ], "_rundeps": [], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 2.788875115775417, "_indexed": false, "_nocasepkg": "mdfs", "_universes": [ "cran" ], "_indexurl": "https://yoctozepto.r-universe.dev/MDFS", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.5.5", "date": "2026-06-11T10:06:59.000Z", "distro": "noble", "arch": "aarch64", "commit": "13a5904b3003a759bf4d662d641b22952d156064", "fileid": "dd3396a6af490dab7509d08fbba13ab73487f93a68f02b2487259f2549dc0ed5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27339083709" }, { "r": "4.7.0", "os": "linux", "version": "1.5.5", "date": "2026-06-11T10:05:56.000Z", "distro": "noble", "arch": "x86_64", "commit": "13a5904b3003a759bf4d662d641b22952d156064", "fileid": "681616c2990ddbdd2cdd719593c9374a7e5f7c0960967e5365f702ae64b65b8c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27339083709" }, { "r": "4.6.0", "os": "linux", "version": "1.5.5", "date": "2026-06-11T10:06:55.000Z", "distro": "noble", "arch": "aarch64", "commit": "13a5904b3003a759bf4d662d641b22952d156064", "fileid": "ef1054c353cf21e0a96b2f6acbceb1403861d91dd9cdc7880eb6e5fd6afc0d2e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27339083709" }, { "r": "4.6.0", "os": "linux", "version": "1.5.5", "date": "2026-06-11T10:06:42.000Z", "distro": "noble", "arch": "x86_64", "commit": "13a5904b3003a759bf4d662d641b22952d156064", "fileid": "364b9b5c4045b5aa2f0102c66f6d2804151d5290357ba2f566640161f90521b8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27339083709" }, { "r": "4.6.0", "os": "wasm", "version": "1.5.5", "date": "2026-06-11T10:05:55.000Z", "arch": "emscripten", "commit": "13a5904b3003a759bf4d662d641b22952d156064", "fileid": "27b0c8ccbeb6f685499564b660d30287a5bcd4252f9ee1f0c5b41423ae8bef58", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/27339083709" } ] }