{"id":14066421,"url":"https://github.com/GokulSuseendran/Insurance-Fraud-Prediction","last_synced_at":"2025-07-29T23:30:58.762Z","repository":{"id":223333051,"uuid":"326776442","full_name":"GokulSuseendran/Insurance-Fraud-Prediction","owner":"GokulSuseendran","description":"The objective of the project is to predict the risk of auto Insurance fraud using Logistic Regression.","archived":false,"fork":false,"pushed_at":"2021-01-22T05:27:30.000Z","size":699,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-08-13T07:11:15.603Z","etag":null,"topics":["logistic-regression","msexcel","pca-analysis","r","rshinyapp"],"latest_commit_sha":null,"homepage":"","language":"R","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/GokulSuseendran.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":"2021-01-04T18:41:41.000Z","updated_at":"2023-07-31T14:34:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"1414f075-ccde-40c7-83ca-643f74b276c1","html_url":"https://github.com/GokulSuseendran/Insurance-Fraud-Prediction","commit_stats":null,"previous_names":["gokulsuseendran/insurance-fraud-prediction"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GokulSuseendran%2FInsurance-Fraud-Prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GokulSuseendran%2FInsurance-Fraud-Prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GokulSuseendran%2FInsurance-Fraud-Prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GokulSuseendran%2FInsurance-Fraud-Prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GokulSuseendran","download_url":"https://codeload.github.com/GokulSuseendran/Insurance-Fraud-Prediction/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228060229,"owners_count":17863361,"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":["logistic-regression","msexcel","pca-analysis","r","rshinyapp"],"created_at":"2024-08-13T07:05:05.460Z","updated_at":"2024-12-04T06:30:55.857Z","avatar_url":"https://github.com/GokulSuseendran.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"# Insurance-Fraud-Prediction\nObjective: To predict the risk of Auto Insurance Fraud\n\nData Description: The data obtained can be found in the insurance_claims.csv file and it contains 1000 rows and 44 columns. The data can be split into 3 sections, namely:\n\n  1. Details about the Policy: policy_day, policy_month, policy_year, policy_state, policy_deductible, policy_annual_premium, and so on\n\n  2. Details about the Insured: insured_name, insured_state, insured_occupation, insured_hobbies, and so on\n\n  3. Details about the Claim: incident_type, collision_type, incident_severity, authorities_contacted, incident_state, and so on The target variable is the binary variable, fraud_reported\n\nA Logistic Regression Model was built using the above data, to predict if a claim has a risk of being fraudulent or not. A RShiny app was built for the same.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FGokulSuseendran%2FInsurance-Fraud-Prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FGokulSuseendran%2FInsurance-Fraud-Prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FGokulSuseendran%2FInsurance-Fraud-Prediction/lists"}