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Loan Default Prediction

This repository contains all material related to the project done as a part of the course Introduction to Data Analytics (MS4610) in the Fall 2020 semester.


The codes are organized as follows:

Codes Related to Location
Data Preprocessing, Data Imputation and Feature Selection 1_data_imputation.ipynb
Data Generation 2_data_generation.ipynb
Parameter Tuning 3_gridsearch.ipynb
Model Selection and Final Ensemble Model 4_validate_models.ipynb