{"id":20528197,"url":"https://github.com/elmezianech/email-spam-ham-classifier-lr","last_synced_at":"2026-04-09T18:03:58.656Z","repository":{"id":207057977,"uuid":"718327601","full_name":"elmezianech/Email-Spam-Ham-Classifier-LR","owner":"elmezianech","description":"Email Classifier: A machine learning project using Python that categorizes emails into spam and ham (non-spam). Utilizes the Scikit-Learn library, employing logistic regression and TF-IDF (Term Frequency-Inverse Document Frequency) vectorization for text analysis and classification.","archived":false,"fork":false,"pushed_at":"2023-11-13T21:27:19.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-16T11:36:32.660Z","etag":null,"topics":["ai","emails","jupyter-notebook","logistic-regression","machine-learning","ml","numpy","pandas","python","spam-detection","spam-filtering","tfidfvectorizer"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/elmezianech.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}},"created_at":"2023-11-13T21:18:57.000Z","updated_at":"2023-11-13T21:51:36.000Z","dependencies_parsed_at":"2023-11-13T22:29:05.034Z","dependency_job_id":"4c6be464-7d14-46c5-8eed-629cd1988712","html_url":"https://github.com/elmezianech/Email-Spam-Ham-Classifier-LR","commit_stats":null,"previous_names":["elmezianech/email-spam-ham-classifier-lr"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elmezianech%2FEmail-Spam-Ham-Classifier-LR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elmezianech%2FEmail-Spam-Ham-Classifier-LR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elmezianech%2FEmail-Spam-Ham-Classifier-LR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elmezianech%2FEmail-Spam-Ham-Classifier-LR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/elmezianech","download_url":"https://codeload.github.com/elmezianech/Email-Spam-Ham-Classifier-LR/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242133482,"owners_count":20077097,"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","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":["ai","emails","jupyter-notebook","logistic-regression","machine-learning","ml","numpy","pandas","python","spam-detection","spam-filtering","tfidfvectorizer"],"created_at":"2024-11-15T23:23:56.292Z","updated_at":"2025-12-31T01:01:56.000Z","avatar_url":"https://github.com/elmezianech.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Email-Spam-Ham-Classifier-LR\nEmail Classifier: A machine learning project using Python that categorizes emails into spam and ham (non-spam). Utilizes the Scikit-Learn library, employing logistic regression and TF-IDF (Term Frequency-Inverse Document Frequency) vectorization for text analysis and classification.\n\nThis project used the \"Email Dataset for Spam Detection\" sourced from Kaggle. The dataset contains a collection of emails labeled as spam and ham for training and testing the classifier.\n\nLink: https://www.kaggle.com/datasets/bhaskarreddy072/mail-datacsv\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felmezianech%2Femail-spam-ham-classifier-lr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Felmezianech%2Femail-spam-ham-classifier-lr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felmezianech%2Femail-spam-ham-classifier-lr/lists"}