The deterministic subspace method for constructing classifier ensembles.
Michal KoziarskiBartosz KrawczykMichal WozniakPublished in: Pattern Anal. Appl. (2017)
Keyphrases
- subspace methods
- classifier ensemble
- ensemble methods
- prediction accuracy
- benchmark datasets
- base classifiers
- machine learning methods
- linear discriminant analysis
- face recognition
- random forest
- ensemble learning
- decision trees
- generalization ability
- principal component analysis
- named entity recognition
- genetic algorithm
- classification algorithm
- image processing
- ensemble classifier
- individual classifiers
- face databases
- feature subset
- support vector machine
- computer vision
- data sets