An ensemble uncertainty aware measure for directed hill climbing ensemble pruning.
Ioannis PartalasGrigorios TsoumakasIoannis P. VlahavasPublished in: Mach. Learn. (2010)
Keyphrases
- ensemble pruning
- hill climbing
- greedy search
- pruning method
- simulated annealing
- pruning algorithms
- search space
- multi label learning
- pruning algorithm
- text categorization
- genetic algorithm ga
- data partitioning
- search algorithm
- search strategy
- search procedure
- pac learning
- steepest ascent
- ensemble methods
- ensemble members
- path finding
- base classifiers
- beam search
- text classification
- multi class
- neural network