{ "_id": "6ace1128a14063b82c3af311", "Package": "ProbSVMs", "Type": "Package", "Title": "Probabilistic Support Vector Machines", "Version": "0.2.0", "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": "2026-10-13 11:01:39 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-09-13 01:09:44 UTC", "RemoteUrl": "https://github.com/cran/ProbSVMs", "RemoteRef": "HEAD", "RemoteSha": "05441fdb226574e196fde59aae87648c2b20b1b5", "_user": "cran", "_type": "src", "_file": "ProbSVMs_0.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/5c329ac7810f93798a5d159955ba52b0d942d3e36f8132ad9067066508107caa", "_filesize": 253115, "_sha256": "5c329ac7810f93798a5d159955ba52b0d942d3e36f8132ad9067066508107caa", "_expires": "2027-01-21T11:08:22.000Z", "_created": "2026-10-13T11:01:39.000Z", "_published": "2026-10-13T11:08:24.642Z", "_buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115262735426, "time": 177, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11806598575" }, { "job": 115262735446, "time": 152, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11807362787" }, { "job": 115262735422, "time": 132, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11806952880" }, { "job": 115262735608, "time": 139, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11806528560" }, { "job": 115261274426, "time": 224, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11807401959" }, { "job": 115262735409, "time": 114, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11807172419" }, { "job": 115262735455, "time": 320, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11806693964" }, { "job": 115262735487, "time": 176, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11807597319" }, { "job": 115262735447, "time": 326, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11807478186" }, { "job": 115262735665, "time": 164, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11806802661" } ], "_upstream": "https://github.com/cran/ProbSVMs", "_commit": { "id": "05441fdb226574e196fde59aae87648c2b20b1b5", "author": "A. Pedro Duarte Silva ", "committer": "cran-robot ", "message": "version 0.2.0\n", "time": 1789261784 }, "_maintainer": { "name": "A. Pedro Duarte Silva", "email": "psilva@ucp.pt", "login": "apedrods", "description": "", "uuid": 194411009 }, "_distro": "resolute", "_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 }, { "week": "2026-37", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-06-25" }, { "name": "0.2.0", "date": "2026-09-13" } ], "_stars": 0, "_contributors": [ { "user": "apedrods", "count": 2, "uuid": 194411009 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 402, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ProbSVMs" }, "_searchresults": 0, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/ProbSVMs.html" ], "_realowner": "apedrods", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2026-06-25" }, { "version": "0.2.0", "date": "2026-09-13" } ], "_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": 1.3010299956639813, "_indexed": false, "_nocasepkg": "probsvms", "_universes": [ "cran" ], "_indexurl": "https://apedrods.r-universe.dev/ProbSVMs", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-10-13T11:04:30.000Z", "distro": "resolute", "arch": "aarch64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/25f127229a444145b312f7c4845ef3a09bb8ca779ef492dbcfc092976506d841", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-10-13T11:04:10.000Z", "distro": "resolute", "arch": "x86_64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/11119998b64377ee9364fd8697edc6232419e1acb50f977340392007ce0a45b1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-10-13T11:03:47.000Z", "distro": "resolute", "arch": "aarch64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/2bfd8000eeb7a704f0d2349353f9ff9a6074cd7a8b6a7cee34e8b339d3c22ad6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-10-13T11:04:12.000Z", "distro": "resolute", "arch": "x86_64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/d57ad7e88f3d79b2e0c46bf224f0bef2b00587fa96125b9bb83aae0d09a9cf16", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-10-13T11:04:06.000Z", "arch": "emscripten", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/d342a0fe868cb17c80f40450f9071ad7b316d4a15e1cf978daafe87c79d2ceeb", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.7.0", "os": "win", "version": "0.2.0", "date": "2026-10-13T11:06:22.000Z", "arch": "aarch64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/a3dab929bb85fde2410748614eed30b569e6f1451cc3f3ac39cd5692d9607e8d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.7.0", "os": "win", "version": "0.2.0", "date": "2026-10-13T11:03:21.000Z", "arch": "x86_64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/5473e3fa086ac8627c2e229fe951cf37fe8438ca938ae48e9a125dae4a8f45cd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.6.1", "os": "win", "version": "0.2.0", "date": "2026-10-13T11:06:23.000Z", "arch": "aarch64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/2dc88adcefa3476c405067fc715cce7115ae43f8ff77ddddc6b143fb7023109c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" }, { "r": "4.6.1", "os": "win", "version": "0.2.0", "date": "2026-10-13T11:03:35.000Z", "arch": "x86_64", "commit": "05441fdb226574e196fde59aae87648c2b20b1b5", "fileid": "https://r2.ropensci.org/1830d51b0583484347de75403ef8f2d31a9b1c3a546076a6b73802624fafbca3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38386981499" } ] }