{
  "_id": "6ab8f5de99f7aa8c6aa38f67",
  "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": "2026-09-27 10:50:16 UTC",
    "User": "root"
  },
  "_user": "r-forge",
  "_type": "src",
  "_file": "qualV_0.3-5.tar.gz",
  "_fileid": "https://r2.ropensci.org/3681d49996ee68df5d08d3f5dfdf55bd71eca1d2450c61a38c618b6c85aff722",
  "_filesize": 224382,
  "_sha256": "3681d49996ee68df5d08d3f5dfdf55bd71eca1d2450c61a38c618b6c85aff722",
  "_expires": "2027-01-05T10:54:20.000Z",
  "_created": "2026-09-27T10:50:16.000Z",
  "_published": "2026-09-27T10:54:21.907Z",
  "_jobs": [
    {
      "job": 108604659577,
      "time": 106,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10929698287"
    },
    {
      "job": 108604659578,
      "time": 130,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10929797665"
    },
    {
      "job": 108604659588,
      "time": 107,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10930575035"
    },
    {
      "job": 108604659567,
      "time": 116,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10930300368"
    },
    {
      "job": 108604659584,
      "time": 97,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10930340941"
    },
    {
      "job": 108604659586,
      "time": 179,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10929638839"
    },
    {
      "job": 108604659587,
      "time": 111,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10929748267"
    },
    {
      "job": 108604659650,
      "time": 142,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10930445171"
    },
    {
      "job": 108604274721,
      "time": 158,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10930585262"
    },
    {
      "job": 108604659504,
      "time": 93,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10930425225"
    },
    {
      "job": 108604659576,
      "time": 207,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10930610049"
    },
    {
      "job": 108604659538,
      "time": 104,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10930251072"
    },
    {
      "job": 108604659633,
      "time": 73,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10930555047"
    },
    {
      "job": 108604659545,
      "time": 153,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10929653731"
    },
    {
      "job": 108604659642,
      "time": 69,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10929119719"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503",
  "_status": "success",
  "_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
  },
  "_distro": "resolute",
  "_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",
    "followers": 27,
    "description": "git-svn mirrors from R-Forge"
  },
  "_downloads": {
    "count": 1490,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/qualV"
  },
  "_mentions": 2,
  "_devurl": "https://github.com/r-forge/qualv",
  "_searchresults": 55,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/qualV.html"
  ],
  "_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": 5.271483804906972,
  "_indexed": true,
  "_nocasepkg": "qualv",
  "_universes": [
    "r-forge",
    "tpetzoldt"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:09.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/b10bada8d873cede8c93d0bb1f07cc22d24fe3174afba63acaaae5c23cf2e919",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:28.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/56d81c1a79eac9137a9bc3adccb15bbd952757c9d5c1f5b636075086f8886611",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:14.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/a6d3178737e08d60772b7dff22e36e0ddabcbf238592d27b86377f78b6a034c8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:15.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/8e73ba72b9af3f6c1f7406c512c5862081c6e63095f77d587c44287d0cb0e1c4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:00.000Z",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/a55c0f9eb2589c238ef63fd2f41fdb1a033033fe7b2b2448cbf9d577e8aaf465",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-09-27T10:53:09.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/c48e83c8fb2db86baec72a88fa16c5f52f07a169f85b918e5929a8c5cb8e8c50",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:06.000Z",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/8f863278e3c3d2b66b696ec86267abbf096d302400a5f4deb031908bd97db753",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:32.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/a2afbb659af1f9bc2bc8ed88be558515058863490663e6c535fe3e7743010e41",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:41.000Z",
      "arch": "emscripten",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/28dfb8bc9e46ddb1c682721bd69a03ea2538580aff860c6c2a7b32f10957b2bb",
      "status": "success",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-09-27T10:53:38.000Z",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/40a4590574b07bb123473f4c5b90a9ceb1260a75c32f63f7b8306302eb0bf058",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-09-27T10:51:12.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/07a20024c297b868889d6b8c3f8b085bf96bfc869ec226c4cabefaf6ac48b53d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-09-27T10:51:18.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/c0216435b68e13328f8e3d6ab3fe05ace0bcbce068958a187c971c6636149eb5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-09-27T10:52:45.000Z",
      "arch": "aarch64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/0b47d77843279af009a2591285f3fb02b4378e82ebb9bb0a45f563fbc07d8791",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.3-5",
      "date": "2026-09-27T10:51:15.000Z",
      "arch": "x86_64",
      "commit": "18b6e20603ae36f080ec52d2fd66c1ae06cf5459",
      "fileid": "https://r2.ropensci.org/54eb1682e0439ef5382984b904d9798b7bc6425b09cb5cefd7269580f8b933fe",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/r-forge/actions/runs/36313665503"
    }
  ]
}