{
  "_id": "6a5f254414e95619b75d477e",
  "Package": "WeightSVM",
  "Version": "1.7-16",
  "Title": "Subject Weighted Support Vector Machines",
  "Author": "Tianchen Xu [aut, cre]\n(<https://orcid.org/0000-0002-0102-7630>), Chih-Chung Chang\n[ctb, cph] (libsvm C++-code), Chih-Chen Lin [ctb, cph] (libsvm\nC++-code), Ming-Wei Chang [ctb, cph] (libsvm C++-code),\nHsuan-Tien Lin [ctb, cph] (libsvm C++-code), Ming-Hen Tsai\n[ctb, cph] (libsvm C++-code), Chia-Hua Ho [ctb, cph] (libsvm\nC++-code), Hsiang-Fu Yu [ctb, cph] (libsvm C++-code), David\nMeyer [ctb], Evgenia Dimitriadou [ctb], Kurt Hornik [ctb],\nAndreas Weingessel [ctb], Friedrich Leisch [ctb]",
  "Maintainer": "Tianchen Xu <tx2155@columbia.edu>",
  "Description": "Functions for subject/instance weighted support vector\nmachines (SVM). It uses a modified version of 'libsvm' and is\ncompatible with package 'e1071'. It also allows user defined\nkernel matrix.",
  "URL": "https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/#weights_for_data_instances",
  "BugReports": "https://github.com/zjph602xtc/wsvm/issues",
  "License": "GPL-2 | GPL-3",
  "LazyLoad": "yes",
  "NeedsCompilation": "yes",
  "VignetteBuilder": "knitr",
  "Packaged": {
    "Date": "2026-07-21 07:48:58 UTC",
    "User": "root"
  },
  "Repository": "https://zjph602xtc.r-universe.dev",
  "Date/Publication": "2024-10-11 16:31:15 UTC",
  "RemoteUrl": "https://github.com/zjph602xtc/wsvm",
  "RemoteRef": "HEAD",
  "RemoteSha": "408bae5ca991a3550c709b64450402d8f7f2be50",
  "_user": "zjph602xtc",
  "_type": "src",
  "_file": "WeightSVM_1.7-16.tar.gz",
  "_fileid": "https://r2.ropensci.org/a900628d936d94585da806cfe2066894945e3379e81bfd3cd5cc7808174cf765",
  "_filesize": 341184,
  "_sha256": "a900628d936d94585da806cfe2066894945e3379e81bfd3cd5cc7808174cf765",
  "_expires": "2026-10-29T07:52:35.000Z",
  "_created": "2026-07-21T07:48:58.000Z",
  "_published": "2026-07-21T07:52:36.814Z",
  "_jobs": [
    {
      "job": 88574431649,
      "time": 141,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8487794608"
    },
    {
      "job": 88574431657,
      "time": 108,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8487778917"
    },
    {
      "job": 88574431689,
      "time": 132,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8487790984"
    },
    {
      "job": 88574431655,
      "time": 106,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8487777868"
    },
    {
      "job": 88574431703,
      "time": 91,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8487771164"
    },
    {
      "job": 88574431672,
      "time": 170,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8487805858"
    },
    {
      "job": 88574431646,
      "time": 72,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8487763617"
    },
    {
      "job": 88574431660,
      "time": 156,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8487799851"
    },
    {
      "job": 88573908557,
      "time": 160,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8487732642"
    },
    {
      "job": 88574431586,
      "time": 88,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8487770112"
    },
    {
      "job": 88574431633,
      "time": 74,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8487764588"
    },
    {
      "job": 88574431603,
      "time": 85,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8487768416"
    },
    {
      "job": 88574431653,
      "time": 80,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8487766722"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633",
  "_status": "success",
  "_upstream": "https://github.com/zjph602xtc/wsvm",
  "_commit": {
    "id": "408bae5ca991a3550c709b64450402d8f7f2be50",
    "author": "Tianchen Xu <zjph602xutianchen@gmail.com>",
    "committer": "Tianchen Xu <zjph602xutianchen@gmail.com>",
    "message": "fix possible glitch in svm.cpp regarding memory allocation\n",
    "time": 1728664275
  },
  "_maintainer": {
    "name": "Tianchen Xu",
    "email": "tx2155@columbia.edu",
    "login": "zjph602xtc",
    "linkedin": "in/tianchen-xu-54b18774",
    "description": "",
    "uuid": 17025087
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "SparseM",
      "role": "Suggests"
    },
    {
      "package": "xtable",
      "role": "Suggests"
    },
    {
      "package": "Matrix",
      "role": "Suggests"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    },
    {
      "package": "e1071",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "slam",
      "role": "Suggests"
    },
    {
      "package": "kernlab",
      "role": "Suggests"
    }
  ],
  "_owner": "zjph602xtc",
  "_selfowned": true,
  "_usedby": 8,
  "_updates": [],
  "_tags": [],
  "_stars": 4,
  "_contributors": [
    {
      "user": "zjph602xtc",
      "count": 14,
      "uuid": 17025087
    }
  ],
  "_userbio": {
    "uuid": 17025087,
    "type": "user",
    "name": "Tianchen Xu",
    "followers": 10
  },
  "_downloads": {
    "count": 520,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/WeightSVM"
  },
  "_devurl": "https://github.com/zjph602xtc/wsvm",
  "_searchresults": 26,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_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/WeightSVM.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/zjph602xtc/wsvm",
  "_realowner": "zjph602xtc",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.7-3",
      "date": "2020-04-05"
    },
    {
      "version": "1.7-4",
      "date": "2020-04-18"
    },
    {
      "version": "1.7-5",
      "date": "2020-05-28"
    },
    {
      "version": "1.7-9",
      "date": "2021-10-11"
    },
    {
      "version": "1.7-11",
      "date": "2022-07-14"
    },
    {
      "version": "1.7-13",
      "date": "2023-12-04"
    },
    {
      "version": "1.7-16",
      "date": "2024-10-12"
    }
  ],
  "_exports": [
    "best.tune_wsvm",
    "tune_wsvm",
    "tune.control",
    "wsvm"
  ],
  "_help": [
    {
      "page": "plot.tune_wsvm",
      "title": "Plot Tuning Object",
      "topics": [
        "plot.tune_wsvm"
      ]
    },
    {
      "page": "plot.wsvm",
      "title": "Plot WSVM Objects",
      "topics": [
        "plot.wsvm"
      ]
    },
    {
      "page": "predict.wsvm",
      "title": "Predict Method for Subject Weighted Support Vector Machines",
      "topics": [
        "predict.wsvm"
      ]
    },
    {
      "page": "tune_wsvm",
      "title": "Parameter Tuning of Functions Using Grid Search",
      "topics": [
        "best.tune_wsvm",
        "print.summary.tune_wsvm",
        "print.tune_wsvm",
        "summary.tune_wsvm",
        "tune_wsvm"
      ]
    },
    {
      "page": "tune.control",
      "title": "Control Parameters for the tune/tune_wsvm Function",
      "topics": [
        "tune.control"
      ]
    },
    {
      "page": "wsvm",
      "title": "Subject Weighted Support Vector Machines",
      "topics": [
        "coef.wsvm",
        "print.summary.wsvm",
        "print.wsvm",
        "summary.wsvm",
        "wsvm",
        "wsvm.default",
        "wsvm.formula"
      ]
    }
  ],
  "_readme": "https://github.com/zjph602xtc/wsvm/raw/HEAD/README.md",
  "_rundeps": [],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "wsvmdoc.Rnw",
      "filename": "wsvmdoc.pdf",
      "title": "Weighted Support Vector Machine Formulation",
      "engine": "utils::Sweave",
      "headings": [],
      "created": "2020-05-28 00:47:51",
      "modified": "2020-05-28 00:47:51",
      "commits": 1
    }
  ],
  "_score": 6.096214585346405,
  "_indexed": true,
  "_nocasepkg": "weightsvm",
  "_universes": [
    "zjph602xtc"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.7-16",
      "date": "2026-07-21T07:51:32.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/119a831ac73851a55438f068e745fc30bb55a3d3d32bffc304b716af8f3ab7a1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:52.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/88cb6483efda5c3d8f4f0c21856c3d4292c30d259f36f95c557fb4635349cfc4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.7-16",
      "date": "2026-07-21T07:51:22.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/ea19e6d448ef8b428d01590c40b5e1790734c6eef457a3de0d54d0ede33fb773",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:49.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/11e85da411bdb774241e9d8dfab2500f2e23aa3b975dd942afd4bf64e40b6682",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:33.000Z",
      "arch": "aarch64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/4e03e197293a4d3ff78d07044f5094b27dcc169ada96a1d72b3a79fc09fd09e7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.7-16",
      "date": "2026-07-21T07:51:43.000Z",
      "arch": "x86_64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/19a96f753371d802fcc89153ec1c645a468611e1ae1bc53e29a5c57dc42ee115",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:16.000Z",
      "arch": "aarch64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/f473006a7f07ce96dac4f2a364b4b16479cb0e8fcbaa7317f2b7980142b62ddd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.7-16",
      "date": "2026-07-21T07:51:31.000Z",
      "arch": "x86_64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/de9b44501a106e981a9a73e64d82a09262f7a6a2db20fe33e3d5045efb99d2d4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:44.000Z",
      "arch": "emscripten",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/d819ad5a88ee32071753acc8fb4b989247f43b8a2902fac98c5dd428460a4f97",
      "status": "success",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:00.000Z",
      "arch": "x86_64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/de67616fe44238124f98d316a0128b660de77926fd02077b8cb94cefa8aaff0c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:07.000Z",
      "arch": "x86_64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/e14afd484c32fc3af0147beef0e3aff606155a122f4c8f999cba8b73eccd0781",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.7-16",
      "date": "2026-07-21T07:50:05.000Z",
      "arch": "x86_64",
      "commit": "408bae5ca991a3550c709b64450402d8f7f2be50",
      "fileid": "https://r2.ropensci.org/5ae1f5627b4cae16fcf046035304e0d4ebd109a1925b4c981c91230840a5b5c3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjph602xtc/actions/runs/29811687633"
    }
  ]
}