Multi-label Classification under Uncertainty: A Tree-based Conformal Prediction Approach

Keyphrases

• Multi-label Classification 100%
• Tree-based 100%
• Prediction Approach 100%
• Conformal Prediction 100%
• Classification Uncertainty 100%
• Prediction Sets 50%
• Hierarchical Structure 25%
• Multiple Testing 25%
• Multiple Testing Problem 25%
• Simulation Study 25%
• Testing Procedures 25%
• Machine Learning Applications 25%
• Prediction Method 25%
• Tree-based Methods 25%
• Familywise Error Rate 25%
• Hierarchical Clustering 25%
• Common Challenges 25%
• Hierarchical Tree 25%
• Multiple Classes 25%
• Bonferroni Method 25%
• Real-time Data Analysis 25%
• Label Set 25%
• Family-wise Error Rate Control 25%
• Hierarchical Testing 25%
• Split Conformal Prediction 25%
• Conformal Technique 25%

Mathematics

• Marginals 100%
• Wise Error Rate 100%
• Multiple Testing 50%
• Testing Problem 50%
• Statistical Hypothesis Testing 50%
• Simulation Study 50%
• Real Data 50%
• Testing Procedure 50%
• Prediction Method 50%
• Hierarchical Clustering 50%

Computer Science

• Conformal Prediction 100%
• Testing Problem 33%
• Machine Learning 33%
• Testing Procedure 33%
• Simulation Study 33%
• Hierarchical Clustering 33%
• Data Instance 33%