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: 10 days ago
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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 (almost 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 (23 days 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
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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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:

- Datahack

Note: Do Check out project report pdf to find out how I used this algorithm.