https://github.com/jainab-khanam/loan-prediction-shap
Predict loan approvals using machine learning with SHAP explainability. Analyze customer data, build interpretable models, and visualize feature impact for business decision support.
https://github.com/jainab-khanam/loan-prediction-shap
banking-analytics classification customer-segmentation data-science feature-importance jupyter-notebook loan-prediction logistic-regression machine-learning model-explainability shap sklearn
Last synced: 3 months ago
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Predict loan approvals using machine learning with SHAP explainability. Analyze customer data, build interpretable models, and visualize feature impact for business decision support.
- Host: GitHub
- URL: https://github.com/jainab-khanam/loan-prediction-shap
- Owner: Jainab-khanam
- Created: 2025-06-02T01:49:40.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-06-02T02:01:05.000Z (4 months ago)
- Last Synced: 2025-06-02T11:48:52.522Z (4 months ago)
- Topics: banking-analytics, classification, customer-segmentation, data-science, feature-importance, jupyter-notebook, loan-prediction, logistic-regression, machine-learning, model-explainability, shap, sklearn
- Language: Jupyter Notebook
- Homepage:
- Size: 482 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md