Time-series temporal classification using Feature Ensemble learning.
Ruoqian LiuYi Lu MurpheyPublished in: IJCNN (2010)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- feature vectors
- ensemble methods
- feature ranking
- weak learners
- base classifiers
- feature set
- decision trees
- feature selection
- individual classifiers
- support vector
- classification accuracy
- random forest
- support vector machine svm
- feature extraction
- image classification
- pattern recognition
- machine learning
- svm classifier
- classification algorithm
- text classification
- feature space
- mutual subspace method
- training samples
- training data
- base learners
- training set
- concept drift
- supervised learning
- classification models
- unlabeled data
- machine learning methods