Conformal Risk Control for Ordinal Classification

Keyphrases

• Risk Control 100%
• Ordinal Classification 100%
• Classification Task 75%
• Risk Control Strategies 50%
• Control Framework 25%
• Prediction Method 25%
• Real Problems 25%
• Risk Types 25%
• Different Datasets 25%
• Simulated Dataset 25%
• Loss Function 25%
• Learning Problems 25%
• Detection Dataset 25%
• Conformal Prediction 25%
• UTKFace 25%
• Prediction Sets 25%
• Diabetic Retinopathy Screening 25%
• Risk Bounds 25%

Mathematics

• Prediction Method 100%
• Loss Function 100%
• Desired Level 100%

Computer Science

• Classification Task 100%
• Control Method 66%
• Control Framework 33%
• Learning Problem 33%
• Conformal Prediction 33%