Resampling Techniques Study on Class Imbalance Problem in Credit Risk Prediction

Keyphrases

• Resampling Methods 100%
• Class Imbalance Problem 100%
• Credit Risk Prediction 100%
• Imbalanced Data 50%
• Popular 25%
• Historical Data 25%
• Predictive Models 25%
• Performance Prediction 25%
• User-centric 25%
• Financial Institutions 25%
• Effective Strategies 25%
• Gaps in Research 25%
• Effective Techniques 25%
• Sampling Methods 25%
• Novel Hybrids 25%
• Size Ratio 25%
• Different Datasets 25%
• Dataset Size 25%
• Negative Samples 25%
• Positive Samples 25%
• Model Effectiveness 25%
• Dataset Imbalance 25%
• Credit Data 25%
• Defaulter 25%
• Imbalance Ratio 25%
• Impact Data 25%
• Data Quality Model 25%
• Hybrid Sampling 25%

Computer Science

• Class Imbalance Problem 100%
• Experimental Result 33%
• Predictive Model 33%
• Historical Data 33%
• quality model 33%
• Predictive Performance 33%
• Hybrid Sampling 33%
• Imbalance Ratio 33%