{ "_id": "6a11735facfb0bcc41cf83c9", "Package": "fdclassify", "Title": "Supervised Classification for Functional Data via Signed Depth", "Version": "0.1.0", "Authors@R": "c(\nperson(\"Diego Andrés\", \"Pérez Ruiz\",\nemail = \"diego.perezruiz@manchester.ac.uk\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-9969-6065\")),\nperson(\"Peter\", \"Foster\",\nrole = \"ths\"))", "Description": "Provides a suite of supervised classifiers for functional\ndata based on the concept of signed depth. The core pipeline\ncomputes Fraiman-Muniz (FM) functional depth in either its\nTukey or Simplicial variant, derives a signed depth by\ncomparing each curve to a reference median curve via the signed\ndistance integral, and feeds the resulting scalar summary into\nseveral classifiers: the k-Ranked Nearest Neighbour (k-RNN)\nrule, a moving-average smoother, a kernel-density Bayes rule,\nlogistic regression on signed depth and distance to the mode,\nand a generalised additive model (GAM) classifier.\nCross-validation routines for tuning the neighbourhood size k\nand parametric bootstrap confidence intervals are also\nincluded.", "License": "GPL-3", "Encoding": "UTF-8", "Language": "en-GB", "RoxygenNote": "7.3.1", "Config/testthat/edition": "3", "URL": "https://github.com/dapr12/fdclassify", "BugReports": "https://github.com/dapr12/fdclassify/issues", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-23 09:26:28 UTC", "User": "root" }, "Author": "Diego Andrés Pérez Ruiz [aut, cre] (ORCID:\n), Peter Foster [ths]", "Maintainer": "Diego Andrés Pérez Ruiz ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-04-23 22:05:20 UTC", "RemoteUrl": "https://github.com/cran/fdclassify", "RemoteRef": "HEAD", "RemoteSha": "76e1e87fbc10d2b32cd41f8863afd6c0ec90b53f", "MD5sum": "7d19059d24cc776d24f2740d6c695503", "_user": "cran", "_type": "src", "_file": "fdclassify_0.1.0.tar.gz", "_fileid": "d5531030cad3659766f1d1e12eeef751a0686035aa9b3a12b34065ddcf470524", "_filesize": 242342, "_sha256": "d5531030cad3659766f1d1e12eeef751a0686035aa9b3a12b34065ddcf470524", "_created": "2026-05-23T09:26:28.000Z", "_published": "2026-05-23T09:29:03.887Z", "_distro": "noble", "_jobs": [ { "job": 77512282642, "time": 121, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7175952611" }, { "job": 77512282639, "time": 114, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7175952072" }, { "job": 77512173766, "time": 143, "config": 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