{"id":13858288,"url":"https://github.com/josejimenezluna/abodoutlier","last_synced_at":"2025-10-11T22:08:27.034Z","repository":{"id":78595728,"uuid":"41625922","full_name":"josejimenezluna/abodoutlier","owner":"josejimenezluna","description":"Angle-based outlier detection","archived":false,"fork":false,"pushed_at":"2015-08-30T22:08:55.000Z","size":160,"stargazers_count":6,"open_issues_count":2,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-10-11T22:08:24.034Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/josejimenezluna.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-08-30T11:21:46.000Z","updated_at":"2019-04-17T10:17:06.000Z","dependencies_parsed_at":"2023-02-27T07:46:12.740Z","dependency_job_id":null,"html_url":"https://github.com/josejimenezluna/abodoutlier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/josejimenezluna/abodoutlier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josejimenezluna%2Fabodoutlier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josejimenezluna%2Fabodoutlier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josejimenezluna%2Fabodoutlier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josejimenezluna%2Fabodoutlier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/josejimenezluna","download_url":"https://codeload.github.com/josejimenezluna/abodoutlier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josejimenezluna%2Fabodoutlier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279009039,"owners_count":26084547,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-11T02:00:06.511Z","response_time":55,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-05T03:02:02.929Z","updated_at":"2025-10-11T22:08:27.017Z","avatar_url":"https://github.com/josejimenezluna.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"# Angle-Based Outlier Detection\n\nImplementation of the angle-based outlier factor in R. Three methods are available, a full but slow implementation using all the data that has cubic complexity, a fully randomized one which is way more efficient and another using k-nearest neighbours. These algorithms are specially well suited for high dimensional data outlier detection.\n\n## Install \n\nThe package is available on CRAN:\n\n````r\ninstall.packages(\"abodOutlier\")\nlibrary(abodOutlier)\n````\n\n## Usage\n\n````r\nabod(faithful, method = \"randomized\", n_sample_size = 30)\nabod(faithful, method = \"knn\", k = 20)\n````\n\nMIT Licensed.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjosejimenezluna%2Fabodoutlier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjosejimenezluna%2Fabodoutlier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjosejimenezluna%2Fabodoutlier/lists"}