{"id":16817398,"url":"https://github.com/parths007/loan-approval-prediction","last_synced_at":"2025-07-03T15:04:57.165Z","repository":{"id":46600813,"uuid":"157952496","full_name":"ParthS007/Loan-Approval-Prediction","owner":"ParthS007","description":"Loan Application Data Analysis","archived":false,"fork":false,"pushed_at":"2023-04-08T18:20:59.000Z","size":366,"stargazers_count":93,"open_issues_count":5,"forks_count":76,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-02T03:13:09.665Z","etag":null,"topics":["accuracy-analysis","classification","data-analysis","data-mining","data-science","data-visualization","juypter","logistic-regression","machine-learning","notebook-jupyter","python","python3"],"latest_commit_sha":null,"homepage":"https://youtu.be/tz_yVYjfyW4","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ParthS007.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","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},"funding":{"github":"ParthS007"}},"created_at":"2018-11-17T05:04:15.000Z","updated_at":"2025-01-07T02:13:25.000Z","dependencies_parsed_at":"2024-10-27T11:58:28.327Z","dependency_job_id":"c63d0f13-3710-46fd-b843-e78c78f5f38a","html_url":"https://github.com/ParthS007/Loan-Approval-Prediction","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ParthS007/Loan-Approval-Prediction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ParthS007%2FLoan-Approval-Prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ParthS007%2FLoan-Approval-Prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ParthS007%2FLoan-Approval-Prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ParthS007%2FLoan-Approval-Prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ParthS007","download_url":"https://codeload.github.com/ParthS007/Loan-Approval-Prediction/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ParthS007%2FLoan-Approval-Prediction/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263347982,"owners_count":23452866,"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":["accuracy-analysis","classification","data-analysis","data-mining","data-science","data-visualization","juypter","logistic-regression","machine-learning","notebook-jupyter","python","python3"],"created_at":"2024-10-13T10:47:04.877Z","updated_at":"2025-07-03T15:04:57.119Z","avatar_url":"https://github.com/ParthS007.png","language":"Jupyter Notebook","funding_links":["https://github.com/sponsors/ParthS007"],"categories":[],"sub_categories":[],"readme":"# Loan Approval Prediction\n[![HitCount](http://hits.dwyl.io/ParthS007/Loan-Approval-Prediction.svg)](http://hits.dwyl.io/ParthS007/Loan-Approval-Prediction)\n\n## Model\n- Logistic Regression Model \n    - Accuracy : 80.945%\n    - Cross-Validation Score : 80.946%\n\n## Technologies:\n- Programming Language: Python\n- Libraries: Pandas, Scikit-learn, Matplotlib, Numpy\n\n## Data Source:\n- Datahack\n\nNote: Do Check out project report pdf to find out how I used this algorithm.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparths007%2Floan-approval-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fparths007%2Floan-approval-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparths007%2Floan-approval-prediction/lists"}