{"id":22615531,"url":"https://github.com/sovit-123/machine_learning_spam_classifier","last_synced_at":"2025-03-29T00:42:26.471Z","repository":{"id":111787008,"uuid":"181874844","full_name":"sovit-123/Machine_Learning_Spam_Classifier","owner":"sovit-123","description":null,"archived":false,"fork":false,"pushed_at":"2019-04-17T11:24:32.000Z","size":12,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-03T10:46:21.471Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/sovit-123.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}},"created_at":"2019-04-17T11:10:39.000Z","updated_at":"2019-04-17T11:24:33.000Z","dependencies_parsed_at":"2023-03-13T13:33:42.663Z","dependency_job_id":null,"html_url":"https://github.com/sovit-123/Machine_Learning_Spam_Classifier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sovit-123%2FMachine_Learning_Spam_Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sovit-123%2FMachine_Learning_Spam_Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sovit-123%2FMachine_Learning_Spam_Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sovit-123%2FMachine_Learning_Spam_Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sovit-123","download_url":"https://codeload.github.com/sovit-123/Machine_Learning_Spam_Classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246122243,"owners_count":20726822,"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":[],"created_at":"2024-12-08T19:08:16.169Z","updated_at":"2025-03-29T00:42:26.451Z","avatar_url":"https://github.com/sovit-123.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine_Learning_Spam_Classifier\nThis is simple spam classifier machine learning model.\n\n## References\nThe book Hands-On [Machine Learning with Scikit-Learn and TensorFlow](https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1491962291) has been referenced for this project work.\n\n## Dataset\nThe email dataset is downloaded from https://spamassassin.apache.org/old/publiccorpus/\n\n**Further details can be found in the program file as it has been documented.**\n\n## Final Model\nThe final model has been trained on the easy email set. \n\n## Future Work\n1. To train the model on the hard email dataset.\n2. To deploy a model.pkl file and making a simple website for others to check whether an email is spam or not.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsovit-123%2Fmachine_learning_spam_classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsovit-123%2Fmachine_learning_spam_classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsovit-123%2Fmachine_learning_spam_classifier/lists"}