{"id":19010533,"url":"https://github.com/smsraj2001/customer-churn-prediction","last_synced_at":"2026-05-18T05:35:03.475Z","repository":{"id":141639757,"uuid":"583014991","full_name":"smsraj2001/CUSTOMER-CHURN-PREDICTION","owner":"smsraj2001","description":"A Machine learning based approach on customer churn analysis in python.","archived":false,"fork":false,"pushed_at":"2022-12-31T17:55:04.000Z","size":9621,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-01T21:24:25.964Z","etag":null,"topics":["ann","customer-churn-prediction","decision-tree-classifier","id3-algorithm","jupyter-notebook","machine-learning","svm","test-train-split"],"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/smsraj2001.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":"2022-12-28T14:09:16.000Z","updated_at":"2023-03-25T16:38:46.000Z","dependencies_parsed_at":"2023-03-22T18:31:23.593Z","dependency_job_id":null,"html_url":"https://github.com/smsraj2001/CUSTOMER-CHURN-PREDICTION","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/smsraj2001%2FCUSTOMER-CHURN-PREDICTION","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/smsraj2001%2FCUSTOMER-CHURN-PREDICTION/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/smsraj2001%2FCUSTOMER-CHURN-PREDICTION/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/smsraj2001%2FCUSTOMER-CHURN-PREDICTION/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/smsraj2001","download_url":"https://codeload.github.com/smsraj2001/CUSTOMER-CHURN-PREDICTION/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240038069,"owners_count":19738074,"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":["ann","customer-churn-prediction","decision-tree-classifier","id3-algorithm","jupyter-notebook","machine-learning","svm","test-train-split"],"created_at":"2024-11-08T19:11:39.466Z","updated_at":"2026-04-24T08:30:18.440Z","avatar_url":"https://github.com/smsraj2001.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CUSTOMER-CHURN-PREDICTION\n\n## DETAILS\n- A Machine learning based approach on customer churn analysis in python.\n- Classification by ID3 decision tree, SVM and ANN.\n- Customer level features are also provided.\n- Analytics such as confusion matrix, accuracy, f1 score, precision, etc... are also provided.\n- For complete description of the problem statement and other details, please refer to the uploaded presentation or [Click Here](https://github.com/smsraj2001/CUSTOMER-CHURN-PREDICTION/blob/main/Document%20on%20churn%20analysis.pptx) \n\n#### ```NOTE``` : For any queries/corrections, please feel free to mail : sutharsanraj2001@gmail.com\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsmsraj2001%2Fcustomer-churn-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsmsraj2001%2Fcustomer-churn-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsmsraj2001%2Fcustomer-churn-prediction/lists"}