Cal-Net: Jointly Learning Classification and Calibration on Imbalanced Binary Classification Tasks

Keyphrases

• Binary Classification 100%
• Calibration Method 100%
• Classification Model 100%
• Joint Learning 100%
• Class Imbalance 100%
• Learning Classification 100%
• Imbalanced Binary Classification 100%
• Training Phase 50%
• Nonparametric 50%
• Learning Task 50%
• Complex Architecture 50%
• Neural Network Architecture 50%
• Online Learning 50%
• Processing Procedure 50%
• Model Output 50%
• Majority Class 50%
• Confidence Calibration 50%
• Class-imbalanced Datasets 50%
• Train Classification 50%
• Complex Neural Network 50%
• Calibrated Prediction 50%
• Rescale 50%
• Minority Class 50%
• Parametric Calibration 50%
• Classification Datasets 50%
• Self-calibrating 50%
• Class-imbalanced Data 50%

Computer Science

• Postprocessing 100%
• Classification Task 100%
• Classification Learning 100%
• Binary Classification 100%
• Classification Models 66%
• Neural Network 33%
• Neural Network Architecture 33%
• Training Phase 33%
• Imbalanced Data 33%
• Majority Class 33%
• Minority Class 33%
• Electronic Learning 33%