Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels

Keyphrases

• Bayes 100%
• False Positive Rate 100%
• Binary Classifier 100%
• Soft Labels 100%
• Data-driven Estimation 100%
• Noisy Labels 66%
• Bayes Classifier 66%
• Optimal Performance 33%
• Convergence Rate 33%
• False Negative Rate 33%
• Excellent Performance 33%
• Data-driven Methods 33%
• Theoretical Properties 33%
• Binary Classification 33%
• Rate Estimator 33%
• Denoising Techniques 33%
• Optimal Classifier 33%
• Binary Label 33%
• Nadaraya-Watson Estimator 33%
• Best Achievable Performance 33%

Mathematics

• False Positive Rate 100%
• Variance 33%
• Binary Classification 33%
• Unbiasedness 33%
• Classification Problem 33%
• False Negative Rate 33%
• Rate of Convergence 33%