A Simple Boosting Algorithm Using Multi-Way Branching Decision Trees.
Kohei HatanoPublished in: Theory Comput. Syst. (2004)
Keyphrases
- learning algorithm
- decision trees
- decision tree algorithm
- times faster
- preprocessing
- cost function
- computational complexity
- search space
- worst case
- high accuracy
- expectation maximization
- classification trees
- classification algorithm
- detection algorithm
- optimization algorithm
- experimental evaluation
- np hard
- search algorithm
- optimal solution
- significant improvement
- matching algorithm
- random forest
- random forests
- multi class classification
- boosting algorithms
- objective function
- decision tree induction algorithm
- multivariate decision trees