Totally Optimal Decision Trees for Monotone Boolean Functions with at Most Five Variables.
Igor ChikalovShahid HussainMikhail MoshkovPublished in: KES (2013)
Keyphrases
- decision trees
- optimal solution
- dynamic programming
- variable selection
- random forest
- monotone boolean functions
- decision tree induction
- naive bayes
- logistic regression
- predictive accuracy
- random variables
- rule induction
- optimal control
- closed form
- decision rules
- neural network
- genetic programming
- worst case
- search algorithm
- training data
- machine learning