Ensemble based classification using small training sets : A novel approach.
C. Venkata Krishna VeniTimmappareddy Sobha RaniPublished in: CIEL (2014)
Keyphrases
- classification accuracy
- classification systems
- pattern recognition
- support vector
- automatic classification
- machine learning
- training set
- final classification
- classification scheme
- decision trees
- image classification
- ensemble classifier
- ensemble methods
- classification method
- classification algorithm
- concept drifting data streams
- support vector machine svm
- feature selection
- training data
- neural network
- learning algorithm
- classification process
- feature space
- support vector machine
- classification models
- classifier ensemble
- majority voting
- machine learning methods
- classification rules
- preprocessing
- ensemble learning
- supervised learning
- class imbalance
- feature extraction
- clustering algorithm
- feature vectors
- multiple classifier systems
- benchmark datasets