{"id":26231081,"url":"https://github.com/capsuleismail/spambase","last_synced_at":"2026-04-28T00:31:38.683Z","repository":{"id":250931420,"uuid":"835895277","full_name":"capsuleismail/Spambase","owner":"capsuleismail","description":"Classifying Email as Spam or Non-Spam with RandomForestClassifier","archived":false,"fork":false,"pushed_at":"2025-02-26T11:45:51.000Z","size":200,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-22T19:41:49.806Z","etag":null,"topics":["datascience","jupyter-notebook","machinelearning-python","scikit-learn"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/capsuleismail.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-07-30T18:31:23.000Z","updated_at":"2025-02-26T11:45:55.000Z","dependencies_parsed_at":"2025-02-11T14:23:52.776Z","dependency_job_id":"10fb368f-7692-421e-9140-7e318b703b3d","html_url":"https://github.com/capsuleismail/Spambase","commit_stats":null,"previous_names":["capsuleismail/spambase-"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/capsuleismail/Spambase","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capsuleismail%2FSpambase","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capsuleismail%2FSpambase/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capsuleismail%2FSpambase/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capsuleismail%2FSpambase/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/capsuleismail","download_url":"https://codeload.github.com/capsuleismail/Spambase/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capsuleismail%2FSpambase/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32361477,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-27T20:07:02.737Z","status":"ssl_error","status_checked_at":"2026-04-27T20:07:00.910Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["datascience","jupyter-notebook","machinelearning-python","scikit-learn"],"created_at":"2025-03-12T23:18:20.021Z","updated_at":"2026-04-28T00:31:38.666Z","avatar_url":"https://github.com/capsuleismail.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Spambase.\nClassifying Email as Spam or Non-Spam. \n\n### From:\nRepository for ML and Experimenting of data hosted on [UCI Machine Learning Archives](https://archive.ics.uci.edu/)\n\n### Citation:\nHopkins, Mark, Reeber,Erik, Forman,George, and Suermondt,Jaap. (1999). Spambase. UCI Machine Learning Repository. https://doi.org/10.24432/C53G6X.\n\n### How to download it straight to your notebook:\n\n```!pip install ucimlrepo \nfrom ucimlrepo import fetch_ucirepo \nspambase = fetch_ucirepo(id=94) \n\n\n# X as pandas.dataframe\nX = spambase.data.features \n\n# Y as target \ny = np.ravel(spambase.data.targets)\n  \n# metadata \nprint(spambase.metadata) \n\n# variable information \nprint(spambase.variables)```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcapsuleismail%2Fspambase","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcapsuleismail%2Fspambase","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcapsuleismail%2Fspambase/lists"}