Constructing Normalized Nonconformity Measures based on Maximizing Predictive Efficiency

Keyphrases

• Application Requirements 25%
• Confidence Level 25%
• Conformal Predictors 100%
• Differentiable Function 25%
• Exact Optimization 25%
• Gradient Descent 25%
• House Prices 25%
• Inductive Conformal Prediction 25%
• Nonconformity Measure 100%
• Optimal Parameter Value 25%
• Optimization Problem 25%
• Prediction Framework 25%
• Prediction Interval 25%
• Predictive Efficiency 100%
• Price Data 25%
• Regression Problem 25%
• Training Data 25%

Computer Science

• Application Requirement 25%
• Confidence Level 25%
• Conformal Prediction 25%
• Conformal Predictor 100%
• Gradient Descent 25%
• Nonconformity Measure 100%
• Optimization Problem 25%
• Parameter Value 25%
• Prediction Framework 25%
• Prediction Interval 25%
• Regression Problem 25%
• Training Dataset 25%

Mathematics

• Approximates 100%
• Confidence Level 50%
• Differentiable Function 50%
• Parametric 50%
• Prediction Interval 50%
• Training Dataset 50%