Team Members:
- Giovanny Teran
- Jayden Younes
- Vicente Rivera
Dataset: Company Bankruptcy Prediction
Source: Kaggle Dataset
- Features: 95 financial ratio features
- Samples: 6,819 instances
- Target Variable: Whether a company will go bankrupt
- Binary classification: 0 = non-bankruptcy, 1 = bankruptcy
Financial institutions, investors, and creditors need reliable methods to assess the bankruptcy risk of companies they're considering investing in or extending credit to. By analyzing financial ratios and creating a predictive model, we can identify early warning signs of potential bankruptcy. This would allow stakeholders to:
- Make more informed investment decisions
- Adjust lending terms based on risk profiles
- Implement early intervention strategies for companies at risk
- Optimize portfolio management by balancing risk exposure