Striking the right balance with uncertainty

Keyphrases

• Uncertainty Sampling 100%
• Rare Class 100%
• Performance Improvement 50%
• Feature Space 50%
• Mean Vector 50%
• Covariance Matrix 50%
• Imbalanced Data 50%
• Classification Boundary 50%
• Object Classification 50%
• Robust Features 50%
• Difficulty Level 50%
• Uncertainty Measure 50%
• Overfitting 50%
• Bayesian Uncertainty Estimates 50%
• Class Imbalance Problem 50%
• Skin Lesion Detection 50%
• Max-margin 50%
• Multivariate Gaussian Distribution 50%
• Imbalanced Learning 50%
• Attribute Prediction 50%
• Class Uncertainty 50%
• Bayesian Uncertainty 50%
• Face Verification 50%

Computer Science

• Performance Improvement 100%
• Feature Space 100%
• Covariance Matrix 100%
• Class Imbalance 100%
• Class Imbalance Problem 100%
• Difficulty Level 100%
• Face Verification 100%