/Credit-Default

Credit Default Payment Prediction

Primary LanguageJupyter Notebook

Credit Default Payment Prediction

Jan 2022 - Feb 2022

A state-of-the-art credit scoring and default prediction system for financial service providers with a stack of machine learning algorithms, such as logistic regression, decision tree, random forest and gradient boosting

  1. Dataset Preparation:
    • Dataset Description
    • Exploratory Data Analysis
    • Data Cleaning
  2. Feature Engineering
  3. Model Selection:
    • Logistic Regression
    • Decision Tree
    • Random Forest
    • XGBoost
  4. Conclusion