{ "_id": "6a3d8945a319ef941447c0d0", "Package": "ProbSVMs", "Type": "Package", "Title": "Probabilistic Support Vector Machines", "Version": "0.1.0", "Authors@R": "person(given = c(\"A. Pedro\"), family = c(\"Duarte Silva\"), role = c(\"aut\", \"cre\"), email = \"psilva@ucp.pt\")", "Author": "A. Pedro Duarte Silva [aut, cre]", "Maintainer": "A. Pedro Duarte Silva ", "Description": "Implements kernel-based classification Support Vector\nMachines with reliable estimated probabilities of class\nmembership. Theoretical support for the functions in this\npackage can be found in Duarte Silva (2025)\n.", "License": "GPL-2", "Encoding": "UTF-8", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-25 19:57:23 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-06-25 16:00:20 UTC", "RemoteUrl": "https://github.com/cran/ProbSVMs", "RemoteRef": "HEAD", "RemoteSha": "af3a378d7d9558544729af7458d73b50c229a769", "MD5sum": "0563d30667641f241d0c8438e3e5dd8b", "_user": "cran", "_type": "src", "_file": "ProbSVMs_0.1.0.tar.gz", "_fileid": "b2c3f943196c26af2344605e50a208719447c28438ac85e4f02b78e0d9985b15", "_filesize": 246375, "_sha256": "b2c3f943196c26af2344605e50a208719447c28438ac85e4f02b78e0d9985b15", "_created": "2026-06-25T19:57:23.000Z", "_published": "2026-06-25T20:02:13.941Z", "_distro": "resolute", "_jobs": [ { "job": 83525661511, "time": 172, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7889439186" }, { "job": 83525661521, "time": 170, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7889436615" }, { "job": 83525661540, "time": 205, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7889451288" }, { "job": 83525661519, "time": 223, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7889457056" }, { "job": 83524957598, "time": 218, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7889372286" }, { "job": 83525661520, "time": 167, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7889435885" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/28196593929", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/ProbSVMs", "_commit": { "id": "af3a378d7d9558544729af7458d73b50c229a769", "author": "A. Pedro Duarte Silva ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1782403220 }, "_maintainer": { "name": "A. Pedro Duarte Silva", "email": "psilva@ucp.pt", "login": "apedrods", "description": "", "uuid": 194411009 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "version": ">= 1.0.4.6", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "version": ">= 15.2.6-1", "role": "LinkingTo" }, { "package": "lpSolveAPI", "role": "Imports" }, { "package": "kernlab", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "reshape2", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-26", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-06-25" } ], "_stars": 0, "_contributors": [ { "user": "apedrods", "count": 1, "uuid": 194411009 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 611, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ProbSVMs" }, "_searchresults": 0, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/ProbSVMs.html", "manual.pdf" ], "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2026-06-25" } ], "_exports": [ "as.ClassProb", "GetrbfdotSigPar", "makeKMat", "plot.ClassProb", "predict.kernelSVM", "predict.PVM", "trainandevalPVM", "trainPVM", "trainSVM" ], "_help": [ { "page": "ProbSVMs-package", "title": "Probabilistic Support Vector Machines", "topics": [ "ProbSVMs-package", "buildgrid", "Csearch", "evalPP", "GausKern", "GenCrossVFolds", "is.wholenumber", "l2norm2", "LPdual", "makeKMat0", "MedianDist1Set", "MedianDist2Sets", "ProbSVMs", "sigest1", "trainandevalPVM" ] }, { "page": "as.ClassProb", "title": "Coerce matrix and data.frames to a 'ClassProb' object", "topics": [ "as.ClassProb" ] }, { "page": "GetrbfdotSigPar", "title": "rbfdot Sigma hyper-parameter", "topics": [ "GetrbfdotSigPar" ] }, { "page": "makeKMat", "title": "making kernal matrices", "topics": [ "makeKMat" ] }, { "page": "ClassProb-methods", "title": "S3 plot method for 'ClassProb' objects", "topics": [ "plot.ClassProb" ] }, { "page": "predictSVM", "title": "S3 predict method for class 'kernelSVM'", "topics": [ "predict.kernelSVM" ] }, { "page": "predictPVM", "title": "S3 predict method for class 'PVM'", "topics": [ "predict.PVM" ] }, { "page": "SetUpOptPar", "title": "Set up optimization parameters.", "topics": [ "SetUpOptPar" ] }, { "page": "SetUpTunPar", "title": "Setting up SVM tuning parameters.", "topics": [ "SetUpTunPar" ] }, { "page": "trainPVM", "title": "Training of Probabilistic Vector Machines", "topics": [ "trainPVM" ] }, { "page": "trainSVM", "title": "Efficient training of (multiclass) kernel-based Support Vector Machines", "topics": [ "trainSVM" ] } ], "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "kernlab", "labeling", "lifecycle", "lpSolveAPI", "magrittr", "MASS", "plyr", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "reshape2", "rlang", "S7", "scales", "stringi", "stringr", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 1, "_indexed": true, "_nocasepkg": "probsvms", "_universes": [ "cran", "apedrods" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-25T20:00:15.000Z", "distro": "resolute", "arch": "aarch64", "commit": "af3a378d7d9558544729af7458d73b50c229a769", "fileid": "22cd0b2519f5ecd04607a112d88bdd6cfcb9cb5bd5ea61244d9fd81a233209eb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28196593929" }, { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-25T19:59:58.000Z", "distro": "resolute", "arch": "x86_64", "commit": "af3a378d7d9558544729af7458d73b50c229a769", "fileid": "9d5be8a401a6c0be2049b93ce7bdcd992854b1bf8c9640b1259f810fc24f3d1b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28196593929" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-25T20:00:47.000Z", "distro": "resolute", "arch": "aarch64", "commit": "af3a378d7d9558544729af7458d73b50c229a769", "fileid": "eb3be4295be3774734c18609670feeb01a3f33457635266b4b3857e979e31c1b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28196593929" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-25T20:00:51.000Z", "distro": "resolute", "arch": "x86_64", "commit": "af3a378d7d9558544729af7458d73b50c229a769", "fileid": "e938501f5451367e93670e191379c90a169d3f47032e0c04ece89cb5e35161b0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28196593929" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-25T20:00:34.000Z", "arch": "emscripten", "commit": "af3a378d7d9558544729af7458d73b50c229a769", "fileid": "5b2a9d411c8c0af59bde7e3e926b9e09bbb42d917949fd182652c989d48142eb", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/28196593929" } ] }