Weighted neighborhood classifier for the classification of imbalanced tumor dataset

Keyphrases

• Classification Performance Improvement 50%
• Gene Expression Profile 50%
• Imbalance Problem 50%
• Imbalanced Data 50%
• Informative Gene Selection 50%
• Informative Genes 50%
• Machine Learning 50%
• Neighborhood Classifier 100%
• Neighborhood Rough Set Model 50%
• Publicly Available 50%
• Sample Imbalance 50%
• Tumor 100%
• Tumor Classification 50%
• Tumor-related Genes 50%
• Unbalanced Sample 50%
• Validation Accuracy 50%
• Weighted Neighborhood 100%

Computer Science

• Classification Performance 100%
• Machine Learning 100%
• Performance Improvement 100%
• Rough Set 100%
• Subclasses 100%