Forecasting recovery rates on non-performing loans with machine learning

Keyphrases

• Boosted Trees 50%
• Collection Agency 50%
• Contract Specificity 50%
• Cubist 50%
• Debt Collection 50%
• Debt Collectors 50%
• Debtor 50%
• Forecast Performance 50%
• Forest Trees 50%
• Loan Contracts 50%
• Machine Learning 100%
• Machine Learning Algorithms 50%
• Non-performing Loans 100%
• Private Database 50%
• Random Forest 50%
• Recovery Potential 50%
• Recovery Process 50%
• Recovery Rate 100%
• Regression Techniques 50%
• Reimbursement 50%
• Repayment Ability 50%
• Rule-based Algorithm 50%

Computer Science

• Machine Learning 100%
• Machine Learning Algorithm 100%
• Random Decision Forest 100%
• Recovery Process 100%

Engineering

• Machine Learning Algorithm 50%
• Random Forest 50%
• Recovery Process 50%
• Recovery Rate 100%
• Regression Technique 50%