Multiclass imbalance problems: Analysis and potential solutions

Keyphrases

• Problem Analysis 100%
• AdaBoost 100%
• Multiclass Imbalance Problems 100%
• Ensemble Methods 66%
• Popular 33%
• Negative Effects 33%
• Generalization Ability 33%
• Real-world Application 33%
• Generalization Performance 33%
• Resampling Methods 33%
• Class Imbalance 33%
• Minority Class 33%
• Multi-class 33%
• Imbalanced Class Distribution 33%
• Class Imbalance Problem 33%
• G-mean 33%
• Class Decomposition 33%
• Two-class Problems 33%
• Classification Difficulty 33%

Computer Science

• Potential Solution 100%
• Ensemble Method 100%
• Class Imbalance Problem 100%
• Problem Analysis 100%
• Generalization Ability 50%
• World Application 50%
• Generalization Performance 50%
• Minority Class 50%
• Class Distribution 50%
• Negative Effect 50%
• Adaboost Algorithm 50%