{ "_id": "6ac779a5de46216d5edd0844", "Package": "Usmile", "Title": "Threshold-Free Class-Specific Comparison of Binary Classifiers", "Version": "0.2.0", "Authors@R": "person(\ngiven = \"Barbara\",\nfamily = \"Więckowska\",\nemail = \"bbwieckowska@gmail.com\",\nrole = c(\"aut\", \"cre\")\n)", "Description": "Implements the U-smile methodology for threshold-free,\nclass-specific comparison of probabilistic binary classifiers.\nThe package quantifies prediction improvement and worsening\nseparately for non-events and events using the Brier alteration\n(BA), relative Brier (RB), improvement proportion (I)\ncoefficients, and relative likelihood ratio (rLR) coefficients,\nand provides U-smile, prediction improvement-worsening,\nreceiver operating characteristic, and precision-recall plots.\nThe original U-smile framework is described in Kubiak et al.\n(2024) , its three-level\nextension for imbalanced binary classification in Wieckowska et\nal. (2025) , and the\nlikelihood-based extension in Wieckowska and Guzik (2026)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "LazyDataCompression": "xz", "Config/testthat/edition": "3", "Roxygen": "list(markdown = TRUE)", "URL": "https://github.com/bbwieckowska/Usmile", "BugReports": "https://github.com/bbwieckowska/Usmile/issues", "Config/roxygen2/version": "8.0.0", "Repository": "https://bbwieckowska.r-universe.dev", "Date/Publication": "2026-08-02 10:32:21 UTC", "RemoteUrl": "https://github.com/bbwieckowska/usmile", "RemoteRef": "HEAD", "RemoteSha": "ac0fe64bb42dc81f3112d698279e39b3a6274561", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-08 10:08:16 UTC", "User": "root" }, "Author": "Barbara Więckowska [aut, cre]", "Maintainer": "Barbara Więckowska ", "_user": "bbwieckowska", "_type": "src", "_file": "Usmile_0.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/941ef370e2b71b7446fc1e656bddf9ec269f5c31a89d91a8c6aab43d4532da87", "_filesize": 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