Loan-Approval-Prediction

Jupyter Notebook

Loan Application Data Analysis

Last updated Apr 13, 2026

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#accuracy-analysis #classification #data-analysis #data-mining #data-science #data-visualization #juypter #logistic-regression #machine-learning #notebook-jupyter #python #python3

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README

Loan Approval Prediction

HitCount

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.

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