{ "_id": "6a1b18761d7bb097a0a0de0e", "Package": "predictset", "Title": "Conformal Prediction and Uncertainty Quantification", "Version": "0.3.2", "Authors@R": "person(\"Charles\", \"Coverdale\", email = \"charlesfcoverdale@gmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\"))", "Description": "Implements conformal prediction methods for constructing\nprediction intervals (regression) and prediction sets\n(classification) with finite-sample coverage guarantees.\nMethods include split conformal, 'CV+' and 'Jackknife+' (Barber\net al. 2021) , 'Conformalized Quantile\nRegression' (Romano et al. 2019)\n, 'Adaptive Prediction Sets'\n(Romano, Sesia, Candes 2020) ,\n'Regularized Adaptive Prediction Sets' (Angelopoulos et al.\n2021) , Mondrian conformal\nprediction for group-conditional coverage (Vovk, Gammerman, and\nShafer 2005) , weighted conformal\nprediction for covariate shift (Tibshirani et al. 2019)\n, and adaptive conformal\ninference for sequential prediction (Gibbs and Candes 2021)\n. All methods are\ndistribution-free and provide calibrated uncertainty\nquantification without parametric assumptions. Works with any\nmodel that can produce predictions from new data, including\n'lm', 'glm', 'ranger', 'xgboost', and custom user-defined\nmodels.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Language": "en-US", "URL": "https://charlescoverdale.github.io/predictset/,\nhttps://github.com/charlescoverdale/predictset", "BugReports": "https://github.com/charlescoverdale/predictset/issues", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Repository": "https://charlescoverdale.r-universe.dev", "Date/Publication": "2026-05-30 15:06:31 UTC", "RemoteUrl": "https://github.com/charlescoverdale/predictset", "RemoteRef": "HEAD", "RemoteSha": "350b68bf5f8468a491aad60c414a1b300dad986e", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-30 17:00:50 UTC", "User": "root" }, "Author": "Charles Coverdale [aut, cre, cph]", "Maintainer": "Charles Coverdale ", "MD5sum": "6e8d40185ba6bfed27eb89dbcba02f7e", "_user": 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