Coefficient tree regression: fast, accurate and interpretable predictive modeling

Keyphrases

• Predictive Modeling 100%
• Tree Regression 100%
• Performance Prediction 60%
• Group-based 20%
• Computational Strategies 20%
• Computational Performance 20%
• Group Structure 20%
• Regression Coefficient 20%
• Ontology 20%
• Regression Model 20%
• Data Collection Technology 20%
• Linear Regression 20%
• Computational Expense 20%
• Political Affiliation 20%
• Viewing Habits 20%
• Model Updating 20%
• Numerical Comparison 20%
• Model Tree 20%
• LASSO Algorithm 20%
• Least Absolute Shrinkage and Selection Operator (LASSO) 20%
• Television Viewing 20%
• Regression Tree 20%
• Group Affect 20%
• Fast Model 20%
• Engineered Features 20%
• Hidden Groups 20%

Mathematics

• Predictive Modeling 100%
• Regression tree 100%
• Predictive Performance 50%
• Regression Model 16%
• Real Data 16%
• Interpretability 16%
• Linear Regression Analysis 16%
• Regression Coefficient 16%

Computer Science

• Regression Tree 100%
• Predictive Performance 50%
• Large Data Set 16%
• Ontology 16%
• Regression Coefficient 16%
• Interpretability 16%
• Group Structure 16%