Verification of static signature pattern based on random subspace, REP tree and bagging.
Subhash ChandraSushila MaheshkarPublished in: Multim. Tools Appl. (2017)
Keyphrases
- random subspace
- random forest
- classifier fusion
- subspace methods
- random sampling
- ensemble methods
- nearest neighbor classifiers
- ensemble learning
- majority voting
- random forests
- decision trees
- base classifiers
- feature subspace
- fusion scheme
- classifier ensemble
- comparative analysis
- principal component analysis
- prediction accuracy
- individual classifiers
- feature selection
- multi class
- ensemble classifier
- linear discriminant analysis
- multi label
- face recognition
- selective sampling
- generalization ability
- blind source separation
- base learners
- support vector machine
- machine learning methods
- benchmark datasets
- feature set