Ace: a General-Purpose Classification Ensemble Optimization Framework.
Cory McKayDaniel McEnnisRebecca FiebrinkIchiro FujinagaPublished in: ICMC (2005)
Keyphrases
- general purpose
- classification models
- machine learning methods
- image classification
- ensemble classifier
- classification accuracy
- support vector machine
- optimization algorithm
- optimization problems
- automatic classification
- probabilistic model
- training set
- feature space
- decision trees
- multiple classifiers
- classifier ensemble
- generalization ability
- random forest
- feature ranking
- neural network
- ensemble methods
- cost sensitive
- classification method
- classification algorithm
- feature set
- active learning
- support vector
- feature selection
- learning algorithm