{ "_id": "6a129b00acfb0bcc41d0e644", "Package": "ReSurv", "Type": "Package", "Title": "Machine Learning Models for Predicting Claim Counts", "Version": "1.0.1", "Authors@R": "c(person(given = \"Emil\",\nfamily = \"Hofman\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail=\"emil_hofman@hotmail.dk\"),\nperson(given = \"Gabriele\",\nfamily = \"Pittarello\",\nrole = c(\"aut\", \"cph\"),\nemail = \"gabriele.pittarello@uniroma1.it\",\ncomment = c(ORCID = \"0000-0003-3360-5826\")),\nperson(given = \"Munir\",\nfamily = \"Hiabu\",\nemail=\"mh@math.ku.dk\",\nrole = c(\"aut\", \"cph\"),\ncomment = c(ORCID = \"0000-0001-5846-667X\")))", "Description": "Prediction of claim counts using the feature based\ndevelopment factors introduced in the manuscript Hiabu M.,\nHofman E. and Pittarello G. (2023)\n. Implementation of Neural\nNetworks, Extreme Gradient Boosting, and Cox model with splines\nto optimise the partial log-likelihood of proportional hazard\nmodels.", "URL": "https://github.com/edhofman/ReSurv", "BugReports": "https://github.com/edhofman/ReSurv/issues", "License": "GPL (>= 2)", "SystemRequirements": "Python (>= 3.8.0)", "Encoding": "UTF-8", "VignetteBuilder": "knitr, rmarkdown", "RoxygenNote": "7.3.2", "Config/testthat/edition": "3", "Config/pak/sysreqs": "cmake libfontconfig1-dev libfreetype6-dev\nlibfribidi-dev make libharfbuzz-dev libicu-dev libjpeg-dev\nlibpng-dev libtiff-dev libuv1-dev libwebp-dev libxml2-dev\nlibssl-dev python3 libx11-dev zlib1g-dev", "Repository": "https://edhofman.r-universe.dev", "Date/Publication": "2025-10-24 07:10:57 UTC", "RemoteUrl": "https://github.com/edhofman/resurv", "RemoteRef": "HEAD", "RemoteSha": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-24 06:26:06 UTC", "User": "root" }, "Author": "Emil Hofman [aut, cre, cph],\nGabriele Pittarello [aut, cph] (ORCID:\n),\nMunir Hiabu [aut, cph] (ORCID: )", "Maintainer": "Emil Hofman ", "MD5sum": "03bc983147a12470c28db70f522efea8", "_user": "edhofman", "_type": "src", "_file": "ReSurv_1.0.1.tar.gz", "_fileid": "05a856e72adecede585986208b57803edcefe161def874f683bd3f7458a52e12", "_filesize": 307002, "_sha256": "05a856e72adecede585986208b57803edcefe161def874f683bd3f7458a52e12", "_created": "2026-05-24T06:26:06.000Z", "_published": "2026-05-24T06:30:24.662Z", "_distro": "noble", "_jobs": [ { "job": 77577234928, "time": 169, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "7182881679" }, { "job": 77577234942, "time": 218, "config": "linux-release-x86_64", "r": "4.6.0", "check": "ERROR", "artifact": "7182886921" }, { "job": 77577234931, "time": 134, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "ERROR", "artifact": "7182878266" }, { "job": 77577234922, "time": 168, "config": "macos-release-arm64", "r": "4.6.0", "check": "ERROR", "artifact": "7182881570" }, { "job": 77577010606, "time": 267, "config": "source", "r": "4.6.0", "check": "ERROR", "artifact": "7182863928" }, { "job": 77577234912, "time": 152, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7182879833" }, { "job": 77577234961, "time": 139, "config": "windows-devel", "r": "4.7.0", "check": "ERROR", "artifact": "7182878653" }, { "job": 77577234972, "time": 156, "config": "windows-oldrel", "r": "4.5.3", "check": "ERROR", "artifact": "7182880735" }, { "job": 77577234935, "time": 145, "config": "windows-release", "r": "4.6.0", "check": "ERROR", "artifact": "7182879078" } ], "_buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714", "_status": "failure", "_host": "GitHub-Actions", "_upstream": "https://github.com/edhofman/resurv", "_commit": { "id": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "author": "Gabriele Pittarello <93520106+gpitt71@users.noreply.github.com>", "committer": "GitHub ", "message": "Merge pull request #48 from gpitt71/resurv-revision\n\nResurv update", "time": 1761289857 }, "_maintainer": { "name": "Emil Hofman", "email": "emil_hofman@hotmail.dk", "login": "edhofman", "description": "", "uuid": 112336798 }, "_registered": true, "_dependencies": [ { "package": "tidyverse", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "actuar", "role": "Imports" }, { "package": "dtplyr", "role": "Imports" }, { "package": "fastDummies", "role": "Imports" }, { "package": "forecast", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "survival", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "bshazard", "role": "Imports" }, { "package": "SynthETIC", "role": "Imports" }, { "package": "rpart", "role": "Imports" }, { "package": "reticulate", "role": "Imports" }, { "package": "xgboost", "role": "Imports" }, { "package": "SHAPforxgboost", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "edhofman", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-34", "n": 1 }, { "week": "2025-43", "n": 1 } ], "_tags": [ { "name": "v1.0.1", "date": "2025-10-24" } ], "_stars": 2, "_contributors": [ { "user": "gpitt71", "count": 131, "uuid": 93520106 }, { "user": "edhofman", "count": 109, "uuid": 112336798 } ], "_userbio": { "uuid": 112336798, "type": "user", "name": "edhofman" }, "_downloads": { "count": 601, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ReSurv" }, "_devurl": "https://github.com/edhofman/resurv", "_searchresults": 33, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/ReSurv.html", "manual.pdf" ], "_homeurl": "https://github.com/edhofman/resurv", "_realowner": "edhofman", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2024-11-14" } ], "_exports": [ "data_generator", "IndividualDataPP", "install_pyresurv", "ooslkh", "ReSurv", "ReSurvCV", "survival_crps" ], "_help": [ { "page": "data_generator", "title": "Individual data generator", "topics": [ "data_generator" ] }, { "page": "IndividualDataPP", "title": "Individual Data Pre-Processing", "topics": [ "IndividualDataPP" ] }, { "page": "install_pyresurv", "title": "Install Python Environment for ReSurv", "topics": [ "install_pyresurv" ] }, { "page": "ooslkh", "title": "Compute the out-of-sample likelihood", "topics": [ "ooslkh" ] }, { "page": "ooslkh.default", "title": "Compute the out-of-the sample likelihood", "topics": [ "ooslkh.default" ] }, { "page": "ooslkh.ReSurvFit", "title": "Compute the out-of-the sample likelihood", "topics": [ "ooslkh.ReSurvFit" ] }, { "page": "pkg.env", "title": "Helper functions", "topics": [ "pkg.env" ] }, { "page": "plot.ReSurvFit", "title": "Plot for machine learning models", "topics": [ "plot.ReSurvFit" ] }, { "page": "plot.ReSurvPredict", "title": "Plot of the development factors", "topics": [ "plot.ReSurvPredict" ] }, { "page": "predict.ReSurvFit", "title": "Predict IBNR frequency", "topics": [ "predict.ReSurvFit" ] }, { "page": "print.summaryReSurvPredict", "title": "Print summary of IBNR predictions", "topics": [ "print.summaryReSurvPredict" ] }, { "page": "ReSurv", "title": "Fit 'ReSurv' models on the individual data.", "topics": [ "ReSurv" ] }, { "page": "ReSurv.default", "title": "Fit 'ReSurv' models on the individual data.", "topics": [ "ReSurv.default" ] }, { "page": "ReSurv.IndividualDataPP", "title": "Fit 'ReSurv' models on the individual data.", "topics": [ "ReSurv.IndividualDataPP" ] }, { "page": "ReSurvCV", "title": "K fold cross-validation of a 'ReSurv' model.", "topics": [ "ReSurvCV" ] }, { "page": "ReSurvCV.default", "title": "K fold cross-validation of ReSurv model.", "topics": [ "ReSurvCV.default" ] }, { "page": "ReSurvCV.IndividualDataPP", "title": "K fold cross-validation of ReSurv model.", "topics": [ "ReSurvCV.IndividualDataPP" ] }, { "page": "summary.ReSurvPredict", "title": "Summary of IBNR predictions", "topics": [ "summary.ReSurvPredict" ] }, { "page": "survival_crps", "title": "Survival continuously ranked probability score.", "topics": [ "survival_crps" ] }, { "page": "survival_crps.default", "title": "Survival continuously ranked probability score.", "topics": [ "survival_crps.default" ] }, { "page": "survival_crps.ReSurvFit", "title": "Survival continuously ranked probability score.", "topics": [ "survival_crps.ReSurvFit" ] } ], "_readme": "https://github.com/edhofman/resurv/raw/HEAD/README.md", "_rundeps": [ "abind", "actuar", "askpass", "backports", "base64enc", "BBmisc", "bit", "bit64", "blob", "boot", "broom", "bshazard", "bslib", "cachem", "callr", "car", "carData", "cellranger", "checkmate", "cli", "clipr", "cmprsk", "colorspace", "colourpicker", "commonmark", "conflicted", "corrplot", "cowplot", "cpp11", "crayon", "curl", "data.table", "DBI", "dbplyr", "Deriv", "digest", "doBy", "dplyr", "dtplyr", "Epi", "etm", "evaluate", "expint", "farver", "fastDummies", "fastmap", "fontawesome", "forcats", "forecast", "Formula", "fracdiff", "fs", "gargle", "generics", "ggExtra", "ggforce", "ggplot2", "ggpubr", "ggrepel", "ggsci", "ggsignif", "glue", "googledrive", "googlesheets4", "gridExtra", "gtable", "haven", "here", "highr", "hms", "htmltools", "htmlwidgets", "httpuv", "httr", "ids", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "later", "lattice", "lifecycle", "lme4", "lmtest", "lubridate", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mgcv", "microbenchmark", "mime", "miniUI", "minqa", "modelr", "nlme", "nloptr", "nnet", "numDeriv", "openssl", "otel", "pbkrtest", "pillar", "pkgconfig", "plyr", "png", "polyclip", "polynom", "prettyunits", "processx", "progress", "promises", "ps", "purrr", "quantreg", "R6", "ragg", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "RcppTOML", "Rdpack", "readr", "readxl", "reformulas", "rematch", "rematch2", "reprex", "reshape2", "reticulate", "rlang", "rmarkdown", "rpart", "rprojroot", "rstatix", "rstudioapi", "rvest", "S7", "sass", "scales", "selectr", "SHAPforxgboost", "shiny", "shinyjs", "sourcetools", "SparseM", "stringi", "stringr", "survival", "SynthETIC", "sys", "systemfonts", "textshaping", "tibble", "tidyr", "tidyselect", "tidyverse", "timechange", "timeDate", "tinytex", "tweenr", "tzdb", "urca", "utf8", "uuid", "vctrs", "viridisLite", "vroom", "withr", "xfun", "xgboost", "xml2", "xtable", "yaml", "zoo" ], "_score": 3.8195439355418688, "_indexed": true, "_nocasepkg": "resurv", "_universes": [ "edhofman" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-05-24T06:28:35.000Z", "distro": "noble", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "fe93d6445ea8aa84aceec84b09b66e884f626dba9dcc83e5906ccfd7b9de63d8", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" }, { "r": "4.6.0", "os": "linux", "version": "1.0.1", "date": "2026-05-24T06:29:05.000Z", "distro": "noble", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "49be78b36aebb8ec295247131aa73503479320330eea03b72daaadb71ff1b08e", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" }, { "r": "4.5.3", "os": "mac", "version": "1.0.1", "date": "2026-05-24T06:28:11.000Z", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "8e5e0565d39c9a55cbc4946b677330500377da5a90770acf99db7c410908719d", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" }, { "r": "4.6.0", "os": "mac", "version": "1.0.1", "date": "2026-05-24T06:28:31.000Z", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "986994ea3d3ce00ffcb9a11eb3b499227324caa1b0a0fc5d4da02f00960f69d1", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.1", "date": "2026-05-24T06:29:00.000Z", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "651abd716aa0855427963ec310bc765f41435ae75280d468b79cc49ccb5bc9b0", "status": "success", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" }, { "r": "4.7.0", "os": "win", "version": "1.0.1", "date": "2026-05-24T06:27:37.000Z", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "4a49e1af17f24a478ceaf5761a7c6b8249a575d1bb6324cad9503862074f198b", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" }, { "r": "4.5.3", "os": "win", "version": "1.0.1", "date": "2026-05-24T06:27:51.000Z", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "ebbc644abd723e25e5edc4dac4ed83cf45903663c80a7128819f83a405fa7141", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" }, { "r": "4.6.0", "os": "win", "version": "1.0.1", "date": "2026-05-24T06:27:41.000Z", "commit": "9bd29868fdf689cfb7d0edf8c52c2173078e8ee5", "fileid": "22930369bee9c17c68f329a3ea84883fe1c7ba4e5f449262b549bb2a83b4ddc3", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/edhofman/actions/runs/26353892714" } ] }