{ "_id": "6a1bee1e1d7bb097a0a208ae", "Package": "hstats", "Title": "Interaction Statistics", "Version": "1.2.2", "Authors@R": "c(\nperson(\"Michael\", \"Mayer\", , \"mayermichael79@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0009-0007-2540-9629\")),\nperson(\"Przemyslaw\", \"Biecek\", , \"przemyslaw.biecek@gmail.com\", role = \"ctb\",\ncomment = c(ORCID = \"0000-0001-8423-1823\"))\n)", "Description": "Fast, model-agnostic implementation of different\nH-statistics introduced by Jerome H. Friedman and Bogdan E.\nPopescu (2008) . These statistics\nquantify interaction strength per feature, feature pair, and\nfeature triple. The package supports multi-output predictions\nand can account for case weights. In addition, several variants\nof the original statistics are provided. The shape of the\ninteractions can be explored through partial dependence plots\nor individual conditional expectation plots. 'DALEX'\nexplainers, meta learners ('mlr3', 'tidymodels', 'caret') and\nmost other models work out-of-the-box.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "Config/testthat/edition": "3", "URL": "https://github.com/ModelOriented/hstats/,\nhttps://modeloriented.github.io/hstats/", "BugReports": "https://github.com/ModelOriented/hstats/issues/", "Repository": "https://modeloriented.r-universe.dev", "Date/Publication": "2026-01-01 17:18:04 UTC", "RemoteUrl": "https://github.com/modeloriented/hstats", "RemoteRef": "HEAD", "RemoteSha": "5e062f829843f4203ee68ff23c0a1bef037c012c", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-31 07:55:44 UTC", "User": "root" }, "Author": "Michael Mayer [aut, cre] (ORCID:\n),\nPrzemyslaw Biecek [ctb] (ORCID:\n)", "Maintainer": "Michael Mayer ", "MD5sum": "3ac16068c7091d9a7e41b7a8ab0dbe5f", "_user": "modeloriented", "_type": "src", "_file": "hstats_1.2.2.tar.gz", "_fileid": 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