Hyperparameter Optimization Using Iterative Decision Tree (IDT).
Narith SaumSatoshi SugiuraMongkut PiantanakulchaiPublished in: IEEE Access (2022)
Keyphrases
- decision trees
- iterative optimization
- machine learning
- optimization algorithm
- decision tree induction
- optimization method
- combinatorial optimization
- predictive accuracy
- global optimization
- model selection
- optimization problems
- machine learning algorithms
- constrained optimization
- objective function
- feature selection
- simulated annealing
- multi objective
- random forest
- decision table
- optimization process
- parameter optimization
- decision tree algorithm