Ensemble Learning on Large Scale Financial Imbalanced Data

Keyphrases

• Baseline Classifiers 33%
• Class Distribution 33%
• Classification Performance 66%
• Classification Task 33%
• Ensemble Learning 100%
• Evaluating Performance 33%
• F1 Score 33%
• Handling Imbalanced Data 33%
• Imbalanced Data 100%
• Majority Class 33%
• Nave Bayes 33%
• Performance Evaluation 33%
• Precision-recall 33%
• Random Forest 33%
• Resampling 33%
• Superior Performance 33%
• Synthetic Minority Oversampling Technique (SMOTE) 66%

Computer Science

• Class Distribution 33%
• Classification Performance 33%
• Classification Task 33%
• Ensemble Learning 100%
• Imbalanced Data 100%
• Majority Class 33%
• Nave Bayes 33%
• Performance Evaluation 33%
• Random Decision Forest 33%
• Superior Performance 33%

Mathematics

• Majority Class 100%
• Nave Bayes 100%