Building Ensembles with Classifier Selection Using Self-Organizing Maps.
Leandro Maciel AlmeidaCleber ZanchettinHilton Pintor Bezerra LeitePublished in: BRACIS (2016)
Keyphrases
- ensemble learning
- decision trees
- classifier ensemble
- multiple classifier systems
- selection scheme
- selection criterion
- support vector machine
- combining classifiers
- support vector
- classification method
- ensemble classifier
- feature selection
- ensemble selection
- multiple classifiers
- classifier systems
- diversity measures
- selection algorithm
- selection strategy
- classification process
- ensemble methods
- classification algorithm
- multi class
- feature ranking
- learning algorithm
- neural network
- neural network ensemble
- data sets
- wrapper method
- majority voting
- roc curve
- random forests
- training process
- base classifiers
- feature space