Between Two Extremes: Examining Decompositions of the Ensemble Objective Function.
Gavin BrownJeremy L. WyattPing SunPublished in: Multiple Classifier Systems (2005)
Keyphrases
- objective function
- ensemble methods
- optimal solution
- optimization problems
- weighted sum
- multi objective
- neural network
- learning algorithm
- lower bound
- cost function
- random forest
- feasible solution
- ensemble learning
- linear programming
- constrained optimization
- feature selection
- ensemble classifier
- greedy algorithm
- ensemble classification
- random forests
- data sets
- global optimum
- multiple classifiers
- pruning algorithm
- linear program
- training data
- machine learning
- generalization ability
- machine learning methods
- multi class
- training set
- search algorithm
- optimization procedure
- support vector
- majority voting
- optimization criterion
- real time
- neural network ensemble