I am trying to analyze whether there is loan repayment among the citizens. To determine this, we did data cleaning, visualization and classification on a dataset which shows user loan_data USA. Developed a machine learning model to predict loan repayment status using K-Nearest Neighbors, Decision Tree, Support Vector Machine, and Logistic Regression, achieving an F1-score of 0.86.
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This project aims to analyze and predict loan repayment status among citizens in the USA. The analysis involves data cleaning, visualization, and the development of machine learning models to classify loan repayment status. The dataset, loan_data USA, includes various features relevant to loan applicants and their repayment histories.
mihir880/Loan-Repayment-Prediction
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This project aims to analyze and predict loan repayment status among citizens in the USA. The analysis involves data cleaning, visualization, and the development of machine learning models to classify loan repayment status. The dataset, loan_data USA, includes various features relevant to loan applicants and their repayment histories.
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