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Loan approval prediction means using credit history data of the loan applicants and algorithms to build an intelligent system that can determine loan approvals.

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zahramh99/loan-approval-prediction

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Loan Approval Prediction System

A machine learning model that predicts whether a loan application should be approved based on applicant's financial history and other relevant factors.

Features

  • Data preprocessing and cleaning
  • Exploratory data analysis with visualization
  • Machine learning model training
  • Prediction of loan approval status

Installation

  1. Clone this repository
  2. Install dependencies:
pip install -r requirements.txt

Usage
Run the main script:
python src/main.py

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