{"id":27979351,"url":"https://github.com/senaldolage/spam-text-classifier","last_synced_at":"2026-04-28T18:04:26.982Z","repository":{"id":291927718,"uuid":"979164485","full_name":"SenalDolage/spam-text-classifier","owner":"SenalDolage","description":"A simple machine learning project to classify whether a given text message is spam or not ","archived":false,"fork":false,"pushed_at":"2025-05-07T08:03:07.000Z","size":192,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-08T02:52:26.113Z","etag":null,"topics":["python","scikit-learn"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SenalDolage.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2025-05-07T05:12:46.000Z","updated_at":"2025-05-07T08:04:17.000Z","dependencies_parsed_at":"2025-05-08T02:52:26.076Z","dependency_job_id":null,"html_url":"https://github.com/SenalDolage/spam-text-classifier","commit_stats":null,"previous_names":["senaldolage/spam-text-classifier"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SenalDolage/spam-text-classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SenalDolage%2Fspam-text-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SenalDolage%2Fspam-text-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SenalDolage%2Fspam-text-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SenalDolage%2Fspam-text-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SenalDolage","download_url":"https://codeload.github.com/SenalDolage/spam-text-classifier/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SenalDolage%2Fspam-text-classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32392315,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T14:34:11.604Z","status":"ssl_error","status_checked_at":"2026-04-28T14:32:37.009Z","response_time":56,"last_error":"SSL_read: 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":["python","scikit-learn"],"created_at":"2025-05-08T02:52:22.335Z","updated_at":"2026-04-28T18:04:26.978Z","avatar_url":"https://github.com/SenalDolage.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Spam Text Classifier\n\nA simple machine learning project to classify whether a given text message is spam or not using natural language processing and a Naive Bayes classifier.\n\nFeatures:\n- Classifies messages as \"Spam\" or \"Not Spam\"\n- Trained using TF-IDF vectorization and Multinomial Naive Bayes\n- Includes CLI prediction script\n\n## Results\n\nPrediction Example:\n\n[![predict-py-python-spam-detector.png](https://i.postimg.cc/D0gmQMDS/predict-py-python-spam-detector.png)](https://postimg.cc/ZvWT4VJm)\n\nTraining and test data \n(available at https://raw.githubusercontent.com/justmarkham/pycon-2016-tutorial/master/data/sms.tsv):\n\n[![raw-githubusercontent-com-justmarkham-pycon-2016-tutorial-master-data-sms-tsv.png](https://i.postimg.cc/HW7tdkgn/raw-githubusercontent-com-justmarkham-pycon-2016-tutorial-master-data-sms-tsv.png)](https://postimg.cc/mhB9SRhW)\n\nModel Performance:\n\n[![model-py-python-spam-detector.png](https://i.postimg.cc/rmPPDnnk/model-py-python-spam-detector.png)](https://postimg.cc/jwyX9XYg)\n\n\n## Dependencies\n- pandas\n- sklearn\n- joblib\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsenaldolage%2Fspam-text-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsenaldolage%2Fspam-text-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsenaldolage%2Fspam-text-classifier/lists"}