{ "_id": "6ab643f099f7aa8c6aa2cf1e", "Package": "kernda", "Type": "Package", "Title": "Kernel Discriminant Analysis", "Version": "1.0", "Date": "2026-06-29", "Authors@R": "c( person(\"Michail\", \"Tsagris\", role = c(\"aut\", \"cre\"), email = \"mtsagris@uoc.gr\"), \nperson( \"Nikolaos\", \"Kontemeniotis\", role = \"aut\", email = \"kontemeniotisn@gmail.com\" ) )", "Author": "Michail Tsagris [aut, cre], Nikolaos Kontemeniotis [aut]", "Maintainer": "Michail Tsagris ", "Description": "Functions to perform discriminant analysis using kernel\ndensity estimation. For the case of binary classification the\npackage relies on the Nadaraya-Watson estimator. References:\nWand M.P. and Jones M.C. (1995). \"Kernel smoothing\". CRC Press.\n.", "License": "GPL (>= 2)", "RoxygenNote": "7.3.3", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-09-25 09:46:27 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-07-04 08:40:13 UTC", "RemoteUrl": "https://github.com/cran/kernda", "RemoteRef": "HEAD", "RemoteSha": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "_user": "cran", "_type": "src", "_file": "kernda_1.0.tar.gz", "_fileid": "https://r2.ropensci.org/0c6983427342e48bbc452ef9d5e8f34811382c7dc1df3d4243b3899bd399b1a5", "_filesize": 125486, "_sha256": "0c6983427342e48bbc452ef9d5e8f34811382c7dc1df3d4243b3899bd399b1a5", "_expires": "2027-01-03T09:50:38.000Z", "_created": "2026-09-25T09:46:27.000Z", "_published": "2026-09-25T09:50:40.401Z", "_jobs": [ { "job": 108024108600, "time": 157, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "10856714391" }, { "job": 108024108499, "time": 141, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10856709416" }, { "job": 108024108511, "time": 147, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10856654634" }, { "job": 108024108439, "time": 161, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10857165832" }, { "job": 108022706857, "time": 279, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10857650310" }, { "job": 108024108424, "time": 197, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10856832794" }, { "job": 108024108434, "time": 196, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "10857525112" }, { "job": 108024108500, "time": 167, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10856729161" }, { "job": 108024108456, "time": 192, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10857395801" }, { "job": 108024108463, "time": 111, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10856822567" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686", "_status": "success", "_upstream": "https://github.com/cran/kernda", "_commit": { "id": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "author": "Michail Tsagris ", "committer": "cran-robot ", "message": "version 1.0\n", "time": 1783154413 }, "_maintainer": { "name": "Michail Tsagris", "email": "mtsagris@uoc.gr" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "Compositional", "role": "Imports" }, { "package": "Rfast", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "kernreg", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-27", "n": 1 } ], "_tags": [ { "name": "1.0", "date": "2026-07-04" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 198, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/kernda" }, "_searchresults": 0, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/kernda.html", "extra/manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2026-07-04" } ], "_exports": [ "cv.kdeda", "cv.lrkde", "kde_da", "lr.kde", "lr.kde2", "lr.kde3" ], "_help": [ { "page": "kernda-package", "title": "Kernel Discriminant Analysis", "topics": [ "kernda-package" ] }, { "page": "cv.kdeda", "title": "Cross-validation for the kernel discrimininant analysis", "topics": [ "cv.kdeda" ] }, { "page": "cv.lrkde", "title": "Cross-validation for the kernel regression with a binary response", "topics": [ "cv.lrkde" ] }, { "page": "kde_da", "title": "Kernel discrimininant analysis", "topics": [ "kde_da" ] }, { "page": "lr.kde", "title": "Kernel regression with a binary response", "topics": [ "lr.kde", "lr.kde2", "lr.kde3" ] } ], "_rundeps": [ "base64enc", "BH", "bigassertr", "bigparallelr", "bigstatsr", "bit", "bslib", "cachem", "class", "cli", "cluster", "codetools", "Compositional", "cowplot", "cpp11", "digest", "doParallel", "emplik", "evaluate", "farver", "fastmap", "ff", "flock", "fontawesome", "foreach", "fs", "ggplot2", "glmnet", "glue", "gtable", "highr", "htmltools", "htmlwidgets", "isoband", "iterators", "jquerylib", "jsonlite", "kernreg", "knitr", "labeling", "lattice", "lifecycle", "magrittr", "MASS", "Matrix", "MatrixModels", "mda", "memoise", "mime", "minpack.lm", "mixture", "mnormt", "nnet", "numDeriv", "osqp", "parallelly", "pillar", "pkgconfig", "ps", "quadprog", "quantreg", "R6", "rangen", "rappdirs", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "RcppGSL", "RcppParallel", "Rfast", "Rfast2", "rgl", "RhpcBLASctl", "rlang", "rmarkdown", "rmio", "Rnanoflann", "RSpectra", "S7", "sass", "scales", "shape", "sn", "SparseM", "survival", "tibble", "tinytex", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml", "zigg" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 1, "_indexed": true, "_nocasepkg": "kernda", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-09-25T09:49:12.000Z", "distro": "resolute", "arch": "aarch64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/a07d3562ff09b8701a79f2bb136ea96b4e82394c03e13cc347ba35597f259ac6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-09-25T09:48:55.000Z", "distro": "resolute", "arch": "x86_64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/846a24e079d43668b176c331d5cf614e616ce5c682d5369bedaab8dfeb7a0e3c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.6.1", "os": "linux", "version": "1.0", "date": "2026-09-25T09:49:06.000Z", "distro": "resolute", "arch": "aarch64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/b7a83ff7eb1ae065e4432d07fa3cc8059ba51a9910d939cdba37925743083c77", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.6.1", "os": "linux", "version": "1.0", "date": "2026-09-25T09:49:10.000Z", "distro": "resolute", "arch": "x86_64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/34c2f7944f12698174188d9a222d49f71bf0790137c264ac0189d59dd2258b68", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-09-25T09:49:57.000Z", "arch": "emscripten", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/5cc8b3463a4b1d081c5c35dd11c022517d432a6972b843fa685ae419307a58e3", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.7.0", "os": "win", "version": "1.0", "date": "2026-09-25T09:49:36.000Z", "arch": "aarch64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/040465cf9d83faf188ed7680bd1af479c090c10191d0bc389f614b70931adfc9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.7.0", "os": "win", "version": "1.0", "date": "2026-09-25T09:48:18.000Z", "arch": "x86_64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/82e577b2e1fbe7e8404eaaddf21caf9e93041534771ad961d660672ffffe593d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.6.1", "os": "win", "version": "1.0", "date": "2026-09-25T09:49:36.000Z", "arch": "aarch64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/55dbb1bfafc519bc01c6d09d16e7bb0bab61d1cd08e91c58be3f0e3460e8bb32", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" }, { "r": "4.6.1", "os": "win", "version": "1.0", "date": "2026-09-25T09:47:58.000Z", "arch": "x86_64", "commit": "96cb0ba5ac6baa2f9cb0dafda8d8af4272c41717", "fileid": "https://r2.ropensci.org/f9b801bf2d42727de23091599a47edf2791f97c94946cd84ec1c4563e581df74", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36119873686" } ] }