{ "_id": "6a4a1127b9bf02698bd5777f", "Package": "flashlight", "Title": "Shed Light on Black Box Machine Learning Models", "Version": "1.0.0", "Authors@R": "person(\"Michael\", \"Mayer\", , \"mayermichael79@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"))", "Description": "Shed light on black box machine learning models by the\nhelp of model performance, variable importance, global\nsurrogate models, ICE profiles, partial dependence (Friedman J.\nH. (2001) ), accumulated local\neffects (Apley D. W. (2016) ),\nfurther effects plots, interaction strength, and variable\ncontribution breakdown (Gosiewska and Biecek (2019)\n). All tools are implemented to\nwork with case weights and allow for stratified analysis.\nFurthermore, multiple flashlights can be combined and analyzed\ntogether.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "URL": "https://github.com/mayer79/flashlight", "BugReports": "https://github.com/mayer79/flashlight/issues", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://mayer79.r-universe.dev", "Date/Publication": "2025-10-13 15:41:54 UTC", "RemoteUrl": "https://github.com/mayer79/flashlight", "RemoteRef": "HEAD", "RemoteSha": "df383bc210ec3f6da7056bc8d5909719f487f831", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-10 08:45:39 UTC", "User": "root" }, "Author": "Michael Mayer [aut, cre, cph]", "Maintainer": "Michael Mayer ", "_user": "mayer79", "_type": "src", "_file": "flashlight_1.0.0.tar.gz", "_fileid": 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