Enhancement of DNN-based multilabel classification by grouping labels based on data imbalance and label correlation

Keyphrases

• Neural Network 100%
• Deep Neural Network 100%
• Imbalanced Data 100%
• Label Correlation 100%
• Multi-label Classification 100%
• Data Label 100%
• Label-only 100%
• F1 Score 40%
• Project Document 40%
• Training Data 20%
• Classification Accuracy 20%
• Real-world Application 20%
• Challenging Tasks 20%
• Different Datasets 20%
• Label Set 20%
• Document Classification 20%
• River Restoration 20%
• Restoration Project 20%
• Annotated Dataset 20%
• Neural Network Configuration 20%
• Accuracy Increase 20%
• Label Dependency 20%
• Classification Basis 20%

Computer Science

• Deep Neural Network 100%
• World Application 25%
• Network Configuration 25%
• Neural Network 25%
• Training Dataset 25%
• Classification Accuracy 25%
• Document Classification 25%