Comparison of Random Subspace and Voting Ensemble Machine Learning Methods for Face Recognition.
Mehmet Akif YamanAbdulhamit SubasiFrank RattayPublished in: Symmetry (2018)
Keyphrases
- random subspace
- subspace methods
- face recognition
- majority voting
- random forest
- classifier fusion
- random subspaces
- ensemble methods
- random sampling
- ensemble learning
- nearest neighbor classifiers
- linear discriminant analysis
- principal component analysis
- classifier ensemble
- random forests
- base classifiers
- decision trees
- recognition rate
- face databases
- recognition accuracy
- facial expressions
- face images
- computer vision
- fusion scheme
- voting scheme
- ensemble classifier
- comparative analysis
- machine learning methods
- local binary pattern
- learning algorithm
- prediction accuracy
- multiple classifier systems
- knn
- data streams