Optimal Decision Trees: Algorithms and Applications

INIS

• applications 100%
• algorithms 100%
• decision tree analysis 100%
• learning 55%
• classification 30%
• comparative evaluations 20%
• accuracy 20%
• data 15%
• optimization 15%
• dynamic programming 15%
• humans 10%
• size 10%
• constraints 10%
• losses 10%
• depth 10%
• box models 10%
• policy 5%
• values 5%
• cost 5%
• data analysis 5%
• evaluation 5%
• space 5%
• solutions 5%
• range 5%
• neural networks 5%
• artificial intelligence 5%
• people 5%
• prediction 5%
• programming 5%
• transparency 5%
• tuning 5%
• numerical data 5%
• regression analysis 5%
• handling (data) 5%

Computer Science

• Decision Tree Algorithm 100%
• Decision Tree 100%
• Dynamic Programming 15%
• Greedy Heuristic 15%
• Interpretability 10%
• binarization 10%
• Mixed Integer Programming 5%
• Optimization Technique 5%
• Learning Problem 5%
• Search Space 5%
• Neural Network 5%
• Data Handling 5%
• Heuristic Method 5%
• Branch-and-Bound Algorithm Design 5%
• Fairness Constraint 5%
• Classification Accuracy 5%
• Sufficient Condition 5%
• Numerical Data 5%
• Artificial Intelligence 5%
• Data Processing 5%
• Leaning Parameter 5%
• Lazy Evaluation 5%

Keyphrases

• Rashomon Set 50%
• Numerical Attributes 25%
• Greedy Heuristic Method 8%
• Cost-sensitive Classification 8%
• Concave Cost Function 8%
• Boolean Satisfiability 8%