A hierarchical VQSVM for imbalanced data sets

Keyphrases

• Imbalanced Data 100%
• Random Resampling 50%
• Resampling Methods 50%
• Learning Environment 25%
• High Dimension 25%
• Machine Learning Techniques 25%
• Support Vector Machine 25%
• Undersampling 25%
• Vector Quantization 25%
• Imbalance Ratio 25%
• Non-standard Learning 25%
• Code Vector 25%
• Rebalance 25%
• Hierarchical Modeling Method 25%
• Global Model 25%
• Local Model 25%
• Large Classes 25%
• Support Vector 25%

Computer Science

• Information Loss 100%
• Imbalanced Data 100%
• Large Data Set 50%
• Machine Learning Technique 50%
• Support Vector Machine 50%
• Vector Quantization 50%
• Imbalance Ratio 50%
• Support Vector 50%

Mathematics

• Support Vector Machine 100%
• Higher Dimensions 50%
• Vector Quantization 50%
• Tradeoff 50%