{
  "_id": "6a197e12acfb0bcc41df757c",
  "Package": "qualV",
  "Title": "Qualitative Validation Methods",
  "Version": "0.3-5",
  "Authors@R": "c(person(\"K. Gerald\", \"van den Boogaart\", role = c(\"aut\", \"ths\"),\ncomment = c(ORCID = \"0000-0003-4646-943X\")),\nperson(\"Stefanie\", \"Rost\", role = \"aut\"),\nperson(\"Thomas\", \"Petzoldt\", role = c(\"aut\", \"ths\", \"cre\"),\ncomment=c(ORCID = \"0000-0002-4951-6468\"),\nemail = \"thomas.petzoldt@tu-dresden.de\"))",
  "Author": "K. Gerald van den Boogaart [aut, ths]\n(<https://orcid.org/0000-0003-4646-943X>), Stefanie Rost [aut],\nThomas Petzoldt [aut, ths, cre]\n(<https://orcid.org/0000-0002-4951-6468>)",
  "Description": "Qualitative methods for the validation of dynamic models.\nIt contains (i) an orthogonal set of deviance measures for\nabsolute, relative and ordinal scale and (ii) approaches\naccounting for time shifts. The first approach transforms time\nto take time delays and speed differences into account. The\nsecond divides the time series into interval units according to\ntheir main features and finds the longest common subsequence\n(LCS) using a dynamic programming algorithm.",
  "Maintainer": "Thomas Petzoldt <thomas.petzoldt@tu-dresden.de>",
  "License": "GPL (>= 2)",
  "URL": "http://qualV.R-Forge.R-Project.org/",
  "Repository": "https://r-forge.r-universe.dev",
  "Date/Publication": "2023-07-01 17:27:29 UTC",
  "RemoteUrl": "https://github.com/r-forge/qualv",
  "RemoteRef": "HEAD",
  "RemoteSha": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
  "RemoteSubdir": "pkg/qualV",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-29 11:21:08 UTC",
    "User": "root"
  },
  "MD5sum": "d90853fbb2217124d609684f9923bd22",
  "_user": "r-forge",
  "_type": "src",
  "_file": "qualV_0.3-5.tar.gz",
  "_fileid": "a185ab0a05fd28a3b296e1f0ef4ab1442338161563269b9c1b9add3f68076099",
  "_filesize": 224382,
  "_sha256": "a185ab0a05fd28a3b296e1f0ef4ab1442338161563269b9c1b9add3f68076099",
  "_created": "2026-05-29T11:21:08.000Z",
  "_published": "2026-05-29T11:52:50.574Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78490834592,
      "time": 137,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7289510247"
    },
    {
      "job": 78490834527,
      "time": 192,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7289526174"
    },
    {
      "job": 78490834548,
      "time": 101,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7289500070"
    },
    {
      "job": 78490834551,
      "time": 99,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7289499786"
    },
    {
      "job": 78490834541,
      "time": 85,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7289994473"
    },
    {
      "job": 78490834568,
      "time": 142,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7289512020"
    },
    {
      "job": 78490834571,
      "time": 100,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7290002681"
    },
    {
      "job": 78490834540,
      "time": 178,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7289523135"
    },
    {
      "job": 78490448036,
      "time": 159,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7289470292"
    },
    {
      "job": 78490834486,
      "time": 89,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7289496731"
    },
    {
      "job": 78490834506,
      "time": 168,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7289518825"
    },
    {
      "job": 78490834525,
      "time": 87,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7289496110"
    },
    {
      "job": 78490834500,
      "time": 89,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7289496539"
    }
  ],
  "_buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/r-forge/qualv",
  "_commit": {
    "id": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
    "author": "petzoldt (Dr ) <thomas.petzoldt@tu-dresden.de>",
    "committer": "petzoldt (Dr ) <thomas.petzoldt@tu-dresden.de>",
    "message": "rename internal function from plot.feature to plot_feature\n\ngit-svn-id: svn://svn.r-forge.r-project.org/svnroot/qualv@40 edb9625f-4e0d-4859-8d74-9fd3b1da38cb\n",
    "time": 1688232449
  },
  "_maintainer": {
    "name": "Thomas Petzoldt",
    "email": "thomas.petzoldt@tu-dresden.de",
    "login": "tpetzoldt",
    "bluesky": "@tpetzoldt.bsky.social",
    "orcid": "0000-0002-4951-6468",
    "description": "limnology and ecological modelling, member of scientific staff",
    "uuid": 9091294
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.0.0",
      "role": "Depends"
    },
    {
      "package": "KernSmooth",
      "role": "Depends"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    }
  ],
  "_owner": "r-forge",
  "_selfowned": true,
  "_usedby": 38,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "tpetzoldt",
      "count": 39,
      "uuid": 9091294
    },
    {
      "user": "theussl",
      "count": 1,
      "uuid": 22165873
    }
  ],
  "_userbio": {
    "uuid": 75573726,
    "type": "organization",
    "name": " R-Forge",
    "description": "git-svn mirrors from R-Forge"
  },
  "_downloads": {
    "count": 1834,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/qualV"
  },
  "_mentions": 2,
  "_devurl": "https://github.com/r-forge/qualv",
  "_searchresults": 52,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/qualV.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/r-forge/qualv",
  "_realowner": "r-forge",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2-2",
      "date": "2007-05-31"
    },
    {
      "version": "0.2-3",
      "date": "2007-09-02"
    },
    {
      "version": "0.2-4",
      "date": "2009-01-12"
    },
    {
      "version": "0.2-5",
      "date": "2010-05-11"
    },
    {
      "version": "0.3",
      "date": "2011-03-26"
    },
    {
      "version": "0.3-1",
      "date": "2015-03-12"
    },
    {
      "version": "0.3-2",
      "date": "2015-09-06"
    },
    {
      "version": "0.3-3",
      "date": "2017-06-12"
    },
    {
      "version": "0.3-4",
      "date": "2021-10-07"
    },
    {
      "version": "0.3-5",
      "date": "2023-07-02"
    }
  ],
  "_exports": [
    "CMAE",
    "CMSE",
    "compareME",
    "EF",
    "f.curve",
    "f.level",
    "f.slope",
    "f.steep",
    "generalME",
    "GRI",
    "LCS",
    "MAE",
    "MAGE",
    "MALE",
    "MAOE",
    "MAPE",
    "MSE",
    "MSLE",
    "MSOE",
    "plot.qvalLCS",
    "plot.timeTransME",
    "print.compareME",
    "print.qvalLCS",
    "print.timeTransME",
    "qvalLCS",
    "RCMSE",
    "RMSE",
    "RMSGE",
    "RMSLE",
    "RMSOE",
    "RSMSE",
    "RSMSGE",
    "RSMSLE",
    "SMAE",
    "SMAGE",
    "SMALE",
    "SMSE",
    "SMSLE",
    "summary.compareME",
    "summary.qvalLCS",
    "summary.timeTransME",
    "timeTransME",
    "transBeta",
    "transBezier",
    "transSimplex"
  ],
  "_datasets": [
    {
      "name": "obs",
      "title": "Observed and Predicted Data of Phytoplankton",
      "object": "phyto",
      "file": "phyto.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "t",
        "y"
      ],
      "rows": 21,
      "table": true,
      "tojson": true
    },
    {
      "name": "sim",
      "title": "Observed and Predicted Data of Phytoplankton",
      "object": "phyto",
      "file": "phyto.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "t",
        "y"
      ],
      "rows": 365,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "qualV",
      "title": "Qualitative Validation Methods",
      "topics": [
        "qualV-package",
        "qualV"
      ]
    },
    {
      "page": "compareME",
      "title": "Compute Several Deviance Measures for Comparison",
      "topics": [
        "compareME",
        "print.compareME",
        "summary.compareME"
      ]
    },
    {
      "page": "EF",
      "title": "Efficiency Factor as Suggested by Nash and Sutcliffe",
      "topics": [
        "EF"
      ]
    },
    {
      "page": "features",
      "title": "Qualitative Features of Time Series",
      "topics": [
        "f.curve",
        "f.level",
        "f.slope",
        "f.steep",
        "features"
      ]
    },
    {
      "page": "GRI",
      "title": "Geometric Reliability Index as Suggested by Leggett and Williams (1981)",
      "topics": [
        "GRI"
      ]
    },
    {
      "page": "LCS",
      "title": "Algorithm for the Longest Common Subsequence Problem",
      "topics": [
        "LCS"
      ]
    },
    {
      "page": "phyto",
      "title": "Observed and Predicted Data of Phytoplankton",
      "topics": [
        "obs",
        "phyto",
        "sim"
      ]
    },
    {
      "page": "quantV",
      "title": "Quantitative Validation Methods",
      "topics": [
        "CMAE",
        "CMSE",
        "generalME",
        "MAE",
        "MAGE",
        "MALE",
        "MAOE",
        "MAPE",
        "MSE",
        "MSLE",
        "MSOE",
        "RCMSE",
        "RMSE",
        "RMSGE",
        "RMSLE",
        "RMSOE",
        "RSMSE",
        "RSMSGE",
        "RSMSLE",
        "SMAE",
        "SMAGE",
        "SMALE",
        "SMSE",
        "SMSLE"
      ]
    },
    {
      "page": "qvalLCS",
      "title": "Qualitative Validation by Means of Interval Sequences and LCS",
      "topics": [
        "plot.qvalLCS",
        "print.qvalLCS",
        "qvalLCS",
        "summary.qvalLCS"
      ]
    },
    {
      "page": "timetrans",
      "title": "Bijective Transformations of Time",
      "topics": [
        "transBeta",
        "transBezier",
        "transSimplex"
      ]
    },
    {
      "page": "timeTransME",
      "title": "Transformation of Time to Match Two Time Series",
      "topics": [
        "plot.timeTransME",
        "print.timeTransME",
        "summary.timeTransME",
        "timeTransME",
        "timetransme"
      ]
    }
  ],
  "_rundeps": [
    "KernSmooth"
  ],
  "_score": 5.337337521969256,
  "_indexed": true,
  "_nocasepkg": "qualv",
  "_universes": [
    "r-forge",
    "tpetzoldt"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-05-29T11:23:35.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "5b519464329981c42daf0a62cdf9ad837c869f435e06a797aee53e5bc4472959",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-05-29T11:24:28.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "e0ebca736e88640af530934030db1cfcb0d56fc4dc4ae36d6e0906bdbb2408f0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-05-29T11:22:59.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "bf8e8151bec8a540f4af3c64d45b1472d7f4def3c2e8b3ffecd119cb7457484d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-05-29T11:22:57.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "05f8119b8d9a52af7c76d9c0fea03999b99b91a95a0ac3d16f843f860af1589a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-05-29T11:51:52.000Z",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "933115fcca248bdbfb1e96d68046d7f4ce109a5b4d3672995fa9e71899feff92",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-05-29T11:23:33.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "63ac613cee775786bce308e85aa4bb4bf613198de74fd93c52c97aedbecd30fc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-05-29T11:52:21.000Z",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "6d82e6d5f8926cef28f23a18c313ef0bc296496c76b1e484d66b2cfae8bb9947",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-05-29T11:24:09.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "1612c5de6532c0ebec404a2beb8935f9c5379da2a3144e34a9c14f9580a12071",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.3-5",
      "date": "2026-05-29T11:22:59.000Z",
      "arch": "emscripten",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "ca8a9b66ca7666ea9de123bf2bfeabd6cf858cf7b5e78de2042f8e2917e91098",
      "status": "success",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-05-29T11:23:18.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "940e1140c2257073131b2fc72e8b833d6b962bddaf995b5ce22b4cdf010a981c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-05-29T11:22:26.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "23d45547da7b9f145dc640e4442f4e56c442729814a044539a4c6613be4935f4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-05-29T11:22:29.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "00eec6abf6c5012a5edfa3150a62217121b7edffd5a24e49f3ed2a02832ea977",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/26634247979"
    }
  ]
}