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https://github.com/parths007/loan-approval-prediction
Loan Application Data Analysis
https://github.com/parths007/loan-approval-prediction
accuracy-analysis classification data-analysis data-mining data-science data-visualization juypter logistic-regression machine-learning notebook-jupyter python python3
Last synced: about 2 months ago
JSON representation
Loan Application Data Analysis
- Host: GitHub
- URL: https://github.com/parths007/loan-approval-prediction
- Owner: ParthS007
- License: apache-2.0
- Created: 2018-11-17T05:04:15.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2023-04-08T18:20:59.000Z (over 1 year ago)
- Last Synced: 2024-10-14T10:47:05.482Z (2 months ago)
- Topics: accuracy-analysis, classification, data-analysis, data-mining, data-science, data-visualization, juypter, logistic-regression, machine-learning, notebook-jupyter, python, python3
- Language: Jupyter Notebook
- Homepage: https://youtu.be/tz_yVYjfyW4
- Size: 357 KB
- Stars: 90
- Watchers: 6
- Forks: 76
- Open Issues: 5
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Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
README
# Loan Approval Prediction
[![HitCount](http://hits.dwyl.io/ParthS007/Loan-Approval-Prediction.svg)](http://hits.dwyl.io/ParthS007/Loan-Approval-Prediction)## Model
- Logistic Regression Model
- Accuracy : 80.945%
- Cross-Validation Score : 80.946%## Technologies:
- Programming Language: Python
- Libraries: Pandas, Scikit-learn, Matplotlib, Numpy## Data Source:
- DatahackNote: Do Check out project report pdf to find out how I used this algorithm.