Loan Default Prediction App Overview The Loan Default Prediction App is a machine learning application designed to predict the likelihood of loan default based on various borrower characteristics. The app leverages a trained predictive model to provide insights into potential default risks, assisting financial institutions in making informed lending decisions.
Features
Predict Loan Default: Enter borrower details to predict the likelihood of default. Model Insights: View model performance metrics and feature importance. Interactive Visualizations: Analyze trends and patterns in loan default data.
Installation Prerequisites Python 3.7 or higher Streamlit Scikit-learn Pandas NumPy Matplotlib Seaborn