{ "_id": "6ac78571de46216d5edd17ed", "Package": "nbsurv", "Type": "Package", "Title": "Conditional Naive Bayes Survival Modelling for Right-Censored\nData", "Version": "0.5.1", "Authors@R": "person(\"Imad\", \"El Badisy\", email = \"elbadisyimad@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Fits conditional naive Bayes survival models for\nright-censored outcomes using inverse-probability of censoring\nweighting. The package provides model fitting, prediction,\nresampling-based evaluation, cross-validation, hyper-parameter\ntuning, and permutation variable importance utilities for\nhorizon-specific survival prediction. The model is the censored\nnaive Bayes classifier of Wolfson et al. (2015)\n, which combines the marginal\nKaplan-Meier survivor function with horizon-specific\nclass-conditional covariate densities and\ninverse-probability-of-censoring weights. Resampling evaluation\nuses the inverse-probability-of-censoring-weighted Brier score\nof Gerds and Schumacher (2006) .", "License": "GPL-3", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "URL": "https://github.com/ielbadisy/nbsurv", "BugReports": "https://github.com/ielbadisy/nbsurv/issues", "Config/testthat/edition": "3", "RoxygenNote": "7.3.2", "Repository": "https://ielbadisy.r-universe.dev", "Date/Publication": "2026-08-31 14:41:40 UTC", "RemoteUrl": "https://github.com/ielbadisy/nbsurv", "RemoteRef": "HEAD", "RemoteSha": "5dc8f04338d75edebf494f7bf4382726716e6c94", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-08 11:23:06 UTC", "User": "root" }, "Author": "Imad El Badisy [aut, cre]", "Maintainer": "Imad El Badisy ", "_user": "ielbadisy", "_type": "src", "_file": "nbsurv_0.5.1.tar.gz", "_fileid": "https://r2.ropensci.org/ccb7e6322fb3b648235e477128e98aa5305b45c2be9dcb3a07750c91927c3454", "_filesize": 411538, "_sha256": "ccb7e6322fb3b648235e477128e98aa5305b45c2be9dcb3a07750c91927c3454", "_expires": "2027-01-16T11:58:39.000Z", "_created": "2026-10-08T11:23:06.000Z", "_published": "2026-10-08T11:58:41.706Z", "_buildurl": "https://github.com/r-universe/ielbadisy/actions/runs/37769187158", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 113285995929, "time": 139, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11547074123" }, { "job": 113285996021, "time": 130, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11546833665" }, { "job": 113285996165, "time": 100, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11547579932" }, { "job": 113285996044, "time": 131, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11548589391" }, { "job": 113284654236, "time": 213, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11547018208" }, { "job": 113285995930, "time": 122, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11547293547" }, { "job": 113285996268, "time": 86, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11546139433" }, { "job": 113285995864, "time": 103, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11546149501" }, { "job": 113285995978, "time": 95, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11545699805" } ], "_upstream": "https://github.com/ielbadisy/nbsurv", "_commit": { "id": "5dc8f04338d75edebf494f7bf4382726716e6c94", "author": "ielbadisy ", "committer": "ielbadisy ", "message": "Address CRAN review: add method references and \\value tag (0.5.1)\n\n- DESCRIPTION: cite Wolfson et al. (2015) for the\n censored naive Bayes model and Gerds and Schumacher (2006)\n for the IPCW Brier score used in evaluation.\n- man/nbsurv-class.Rd: add \\value documenting the return values of the\n print() and plot() methods for \"nbsurv\" objects.\n", "time": 1788187300 }, "_maintainer": { "name": "Imad El Badisy", "email": "elbadisyimad@gmail.com", "login": "ielbadisy", "description": "PhD, Research Engineer in Biostatistics | Health Data Scientist", "uuid": 52789515 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "graphics", "role": "Imports" }, { "package": "survival", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "pkgload", "role": "Suggests" }, { "package": "pec", "role": "Suggests" }, { "package": "quarto", "role": "Suggests" }, { "package": "ranger", "role": "Suggests" 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