{"id":20033653,"url":"https://github.com/simon2k/ieee-cis-fraud-detection","last_synced_at":"2026-04-11T00:56:32.396Z","repository":{"id":151404553,"uuid":"208913985","full_name":"simon2k/IEEE-CIS-Fraud-Detection","owner":"simon2k","description":"Can you detect fraud from customer transactions?","archived":false,"fork":false,"pushed_at":"2019-09-24T10:38:20.000Z","size":97,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-12T18:24:59.013Z","etag":null,"topics":["customer-transactions","fraud-detection","fraud-relation","machine-learning","numpy","pandas","scikit-learn"],"latest_commit_sha":null,"homepage":"https://github.com/simon2k/IEEE-CIS-Fraud-Detection/blob/master/IEEE%20Cis%20Fraud%20Detection.ipynb","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/simon2k.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":"2019-09-16T23:07:03.000Z","updated_at":"2019-09-24T10:38:22.000Z","dependencies_parsed_at":"2023-05-31T14:00:17.867Z","dependency_job_id":null,"html_url":"https://github.com/simon2k/IEEE-CIS-Fraud-Detection","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/simon2k%2FIEEE-CIS-Fraud-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simon2k%2FIEEE-CIS-Fraud-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simon2k%2FIEEE-CIS-Fraud-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simon2k%2FIEEE-CIS-Fraud-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/simon2k","download_url":"https://codeload.github.com/simon2k/IEEE-CIS-Fraud-Detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241465076,"owners_count":19967243,"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":["customer-transactions","fraud-detection","fraud-relation","machine-learning","numpy","pandas","scikit-learn"],"created_at":"2024-11-13T09:47:02.560Z","updated_at":"2025-12-31T01:05:08.806Z","avatar_url":"https://github.com/simon2k.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# IEEE-CIS Fraud Detection\n\nCan you detect fraud from customer transactions?\n\nCompetition: https://www.kaggle.com/c/ieee-fraud-detection\n\n## Description\n\nModel used for the fraud detection problem was Logistic Regression. The model achieved the score of 73.46% on unseen data.\n\n## Setup\n\nRun `python main.py` to execute the model and predictions.\n\n## Visualizations\n\n### ProductCD to fraud relation\n\n![](artifacts/product-cd-to-fraud-relation.png)\n\n### Amount to fraud relation\n\n![](artifacts/amount-to-fraud-relation.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimon2k%2Fieee-cis-fraud-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsimon2k%2Fieee-cis-fraud-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimon2k%2Fieee-cis-fraud-detection/lists"}