Softening Splits in Decision Trees Using Simulated Annealing.
Jakub DvorákPetr SavickýPublished in: ICANNGA (1) (2007)
Keyphrases
- simulated annealing
- decision trees
- metaheuristic
- tabu search
- decision tree induction
- evolutionary algorithm
- predictive accuracy
- genetic algorithm
- simulated annealing algorithm
- solution quality
- optimization methods
- hill climbing
- genetic algorithm ga
- global optimum
- optimization method
- hybrid algorithm
- decision rules
- combinatorial optimization
- decision tree learning
- naive bayes
- stochastic search
- training data
- solution space
- decision tree algorithm
- random forest
- machine learning
- classification rules
- random forests
- rule induction
- machine learning algorithms
- feature construction
- constructive induction
- training set
- data mining methods
- particle swarm optimization pso
- logistic regression
- multi class
- attribute selection
- feature selection
- real time