{ "_id": "6af74dfdf58eaab79920e135", "Package": "DDoutlier", "Type": "Package", "Title": "Distance & Density-Based Outlier Detection", "Version": "0.1.0.9001", "Author": "Jacob H. Madsen [aut, cre]", "Maintainer": "Jacob H. Madsen ", "Authors@R": "person(given = c(\"Jacob\", \"H.\"), family = \"Madsen\", role = c(\"aut\", \"cre\"), email = \"jacob.madsen1@mail.com\")", "Description": "Outlier detection in multidimensional domains.\nImplementation of notable distance and density-based outlier\nalgorithms. Allows users to identify local outliers by\ncomparing observations to their nearest neighbors, reverse\nnearest neighbors, shared neighbors or natural neighbors. For\ndistance-based approaches, see Knorr, M., & Ng, R. T. (1997)\n, Angiulli, F., & Pizzuti, C. (2002)\n, Hautamaki, V., & Ismo, K. (2004)\n and Zhang, K., Hutter, M. &\nJin, H. (2009) . For\ndensity-based approaches, see Tang, J., Chen, Z., Fu, A. W. C.,\n& Cheung, D. W. (2002) , Jin, W.,\nTung, A. K. H., Han, J., & Wang, W. (2006)\n, Schubert, E., Zimek, A. & Kriegel,\nH-P. (2014) , Latecki, L.,\nLazarevic, A. & Prokrajac, D. (2007)\n, Papadimitriou, S., Gibbons,\nP. B., & Faloutsos, C. (2003) ,\nBreunig, M. M., Kriegel, H.-P., Ng, R. T., & Sander, J. (2000)\n, Kriegel, H.-P., Kröger, P.,\nSchubert, E., & Zimek, A. (2009) ,\nZhu, Q., Feng, Ji. & Huang, J. (2016)\n, Huang, J., Zhu, Q., Yang,\nL. & Feng, J. (2015) , Tang,\nB. & Haibo, He. (2017) and\nGao, J., Hu, W., Zhang, X. & Wu, Ou. (2011)\n. Compatibility updates by\nRenova.", "License": "MIT + file LICENSE", "URL": "https://github.com/jhmadsen/DDoutlier", "Encoding": "UTF-8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-11-13 17:47:11 UTC", "User": "root" }, "Repository": "https://renova-r.r-universe.dev", "Date/Publication": "2026-11-13 16:12:11 UTC", "RemoteUrl": "https://github.com/renova-r/DDoutlier", "RemoteRef": "renova-0.1.0.9001", "RemoteSha": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "_user": "renova-r", "_type": "src", "_file": "DDoutlier_0.1.0.9001.tar.gz", "_fileid": "https://r2.ropensci.org/34fd2ec892896a25d2163fb2f4f77257a17f6ea29e33a0fe6b40f6b27c42cea1", "_filesize": 140507, "_sha256": "34fd2ec892896a25d2163fb2f4f77257a17f6ea29e33a0fe6b40f6b27c42cea1", "_expires": "2027-02-21T17:50:51.000Z", "_created": "2026-11-13T17:47:11.000Z", "_published": "2026-11-13T17:50:53.393Z", "_upstream": "https://github.com/renova-r/DDoutlier", "_status": "success", "_maintainer": { "name": "Jacob H. Madsen", "email": "jacob.madsen1@mail.com", "login": "jhmadsen", "description": "Business Intelligence & Data Mining graduate striving for a free lunch", "uuid": 39499996 }, "_jobs": [ { "job": 132060832822, "time": 119, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "14063710818" }, { "job": 132060832895, "time": 76, "config": "linux-release-x86_64", "r": "4.6.2", "check": "OK", "artifact": "14062682632" }, { "job": 132060832898, "time": 99, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "14063606041" }, { "job": 132060832843, "time": 115, "config": "macos-release-arm64", "r": "4.6.2", "check": "OK", "artifact": "14063705874" }, { "job": 132059063550, "time": 182, "config": "source", "r": "4.6.2", "check": "OK", "artifact": "14063915359" }, { "job": 132060832823, "time": 88, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "14062632243" }, { "job": 132060833121, "time": 181, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "14062617890" }, { "job": 132060832988, "time": 138, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "14064140629" }, { "job": 132060832956, "time": 157, "config": "windows-release-x86_64", "r": "4.6.2", "check": "OK", "artifact": "14063506886" } ], "_buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699", "_commit": { "id": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "author": "Renova <37424630+guanyangwang@users.noreply.github.com>", "committer": "Renova <37424630+guanyangwang@users.noreply.github.com>", "message": "Prepare Renova DDoutlier 0.1.0.9001 release\n", "time": 1794586331 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "dbscan", "role": "Imports" }, { "package": "proxy", "role": "Imports" }, { "package": "pracma", "role": "Imports" } ], "_owner": "renova-r", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-46", "n": 2 } ], "_tags": [ { "name": "renova-0.1.0.9001", "date": "2026-11-13" } ], "_stars": 0, "_contributors": [ { "user": "guanyangwang", "count": 2, "uuid": 37424630 } ], "_userbio": { "uuid": 356078339, "type": "organization", "name": "Renova", "followers": 0, "description": "Reviving R software with AI." }, "_downloads": { "count": 60, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DDoutlier" }, "_devurl": "https://github.com/jhmadsen/ddoutlier", "_searchresults": 63, "_rbuild": "4.6.2", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/DDoutlier.html", "extra/manual.pdf", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2018-05-30" } ], "_exports": [ "COF", "DB", "INFLO", "KDEOS", "KNN_AGG", "KNN_IN", "KNN_SUM", "LDF", "LDOF", "LOCI", "LOF", "LOOP", "NAN", "NOF", "RDOS", "RKOF" ], "_help": [ { "page": "COF", "title": "Connectivity-based Outlier Factor (COF) algorithm", "topics": [ "COF" ] }, { "page": "DB", "title": "Distance-based outlier detection based on user-given neighborhood size", "topics": [ "DB" ] }, { "page": "INFLO", "title": "Influenced Outlierness (INFLO) algorithm", "topics": [ "INFLO" ] }, { "page": "KDEOS", "title": "Kernel Density Estimation Outlier Score (KDEOS) algorithm with gaussian kernel", "topics": [ "KDEOS" ] }, { "page": "KNN_AGG", "title": "Aggregated k-nearest neighbors distance over different k's", "topics": [ "KNN_AGG" ] }, { "page": "KNN_IN", "title": "In-degree for observations in a k-nearest neighbors graph", "topics": [ "KNN_IN" ] }, { "page": "KNN_SUM", "title": "Sum of distance to k-nearest neighbors", "topics": [ "KNN_SUM" ] }, { "page": "LDF", "title": "Local Density Factor (LDF) algorithm with gaussian kernel", "topics": [ "LDF" ] }, { "page": "LDOF", "title": "Local Distance-based Outlier Factor (LDOF) algorithm", "topics": [ "LDOF" ] }, { "page": "LOCI", "title": "Local Correlation Integral (LOCI) algorithm with constant nearest neighbor parameter", "topics": [ "LOCI" ] }, { "page": "LOF", "title": "Local Outlier Factor (LOF) algorithm", "topics": [ "LOF" ] }, { "page": "LOOP", "title": "Local Outlier Probability (LOOP) algorithm", "topics": [ "LOOP" ] }, { "page": "NAN", "title": "Natural Neighbor (NAN) algorithm to return the self-adaptive neighborhood", "topics": [ "NAN" ] }, { "page": "NOF", "title": "Natural Outlier Factor (NOF) algorithm", "topics": [ "NOF" ] }, { "page": "RDOS", "title": "Relative Density-based Outlier Factor (RDOS) algorithm with gaussian kernel", "topics": [ "RDOS" ] }, { "page": "RKOF", "title": "Robust Kernel-based Outlier Factor (RKOF) algorithm with gaussian kernel", "topics": [ "RKOF" ] } ], "_readme": "https://github.com/renova-r/DDoutlier/raw/renova-0.1.0.9001/README.md", "_rundeps": [ "dbscan", "generics", "pracma", "proxy", "Rcpp" ], "_score": 2.4983105537896004, "_indexed": true, "_nocasepkg": "ddoutlier", "_universes": [ "renova-r", "jhmadsen" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0.9001", "date": "2026-11-13T17:49:20.000Z", "distro": "resolute", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/1569cae7e80da7ef39558b2d9369e0eff2501865f0de2216ea2fc3db497c885f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" }, { "r": "4.6.2", "os": "linux", "version": "0.1.0.9001", "date": "2026-11-13T17:48:38.000Z", "distro": "resolute", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/fa809e75a124c0f83eaa7499cfa789fe906681dfd73032126d406f08697e4bf8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0.9001", "date": "2026-11-13T17:49:04.000Z", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/ea00bef4b6a84a4903ab1233a4fa19bcd31d2713844c445686dab83db9772c22", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" }, { "r": "4.6.2", "os": "mac", "version": "0.1.0.9001", "date": "2026-11-13T17:49:19.000Z", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/170cda56fe3fd5e51d762369b801dd098fb57f5f3b6859a0528287093dac719c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0.9001", "date": "2026-11-13T17:48:59.000Z", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/5962e829e18086b3ea564aca6feb1ac6d56c1493635f9e1554afd5c2037fbde8", "status": "success", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" }, { "r": "4.7.0", "os": "win", "version": "0.1.0.9001", "date": "2026-11-13T17:49:43.000Z", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/6e9733675bcf62cd887b17018f472613575aaceaae7ef39303c79e5a4ab93acd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" }, { "r": "4.5.3", "os": "win", "version": "0.1.0.9001", "date": "2026-11-13T17:49:04.000Z", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/0e625d75dfdaa33eb90f1052f17ca2e84d4faf64bb3cf9f2a51cb72f05169f78", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" }, { "r": "4.6.2", "os": "win", "version": "0.1.0.9001", "date": "2026-11-13T17:49:10.000Z", "commit": "9d3b2dc47306353e0a3eac9dd2bc2e8ac6242764", "fileid": "https://r2.ropensci.org/813d663ae13864623d547762fd9a1a1b3fd245eabad022ef4e4b54bafa236963", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/renova-r/actions/runs/43475699699" } ] }